risks-factors / H00010.json
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risk factors
c8f8834 unverified
{
"id": "H00010",
"disease": {
"id": "H00010",
"names": [
"Multiple myeloma"
],
"dbLinks": {
"icd10": [
"C90.0"
],
"mesh": [
"D009101"
]
},
"category": "Cancer"
},
"riskFactors": [
{
"text": "patients with as",
"score": 14.083839416503906,
"articlesIDs": [
"27534810"
]
},
{
"text": "patients infected with hbv",
"score": 14.061394691467285,
"articlesIDs": [
"28514772"
]
},
{
"text": "diabetes",
"score": 13.949291229248047,
"articlesIDs": [
"27257115",
"36873562",
"37099762",
"35843248",
"36345271",
"33409570",
"34654885"
]
},
{
"text": "those with diabetes",
"score": 13.814634323120117,
"articlesIDs": [
"33409570"
]
},
{
"text": "alan",
"score": 13.790884971618652,
"articlesIDs": [
"27996309"
]
},
{
"text": "toluene and xylene",
"score": 13.789721488952637,
"articlesIDs": [
"30121582"
]
},
{
"text": "patients with gn, especially amyloidosis",
"score": 13.78730583190918,
"articlesIDs": [
"31626671"
]
},
{
"text": "obesity and increased bmi",
"score": 13.781950950622559,
"articlesIDs": [
"33582053"
]
},
{
"text": "chronic hepatitis b",
"score": 13.775196075439453,
"articlesIDs": [
"30681172"
]
},
{
"text": "coexisting diabetes",
"score": 13.77136516571045,
"articlesIDs": [
"36345271"
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},
{
"text": "benzene, toluene and xylene",
"score": 13.75481128692627,
"articlesIDs": [
"30121582"
]
},
{
"text": "immunomodulatory drug use",
"score": 13.729982376098633,
"articlesIDs": [
"35772005"
]
},
{
"text": "hypercalcemia",
"score": 13.700510025024414,
"articlesIDs": [
"27532155"
]
},
{
"text": "patients with smoldering multiple myeloma (smm)",
"score": 13.674054145812988,
"articlesIDs": [
"32236162"
]
},
{
"text": "hemodialysis treatment, male sex, old age",
"score": 13.672111511230469,
"articlesIDs": [
"27907052"
]
},
{
"text": "systemic lupus erythematosus",
"score": 13.658055305480957,
"articlesIDs": [
"30712493"
]
},
{
"text": "prior surgery",
"score": 13.644386291503906,
"articlesIDs": [
"35772005"
]
},
{
"text": "high monoclonal (m) protein",
"score": 13.636100769042969,
"articlesIDs": [
"35440099"
]
},
{
"text": "light pollution and urbanization",
"score": 13.599225997924805,
"articlesIDs": [
"27996309"
]
},
{
"text": "obesity and black race",
"score": 13.597393035888672,
"articlesIDs": [
"28040690"
]
},
{
"text": "alan (risk ratio = 1.02, p = 0.0369) and urbanization",
"score": 13.58769416809082,
"articlesIDs": [
"27996309"
]
},
{
"text": "employees exposed to engine exhaust",
"score": 13.586573600769043,
"articlesIDs": [
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},
{
"text": "oxychlordane",
"score": 13.58575439453125,
"articlesIDs": [
"30289833"
]
},
{
"text": "prior surgery, immunomodulatory drug use",
"score": 13.584588050842285,
"articlesIDs": [
"35772005"
]
},
{
"text": "male sex, high comorbidity burden, anemia, and hypercalcemia",
"score": 13.582180976867676,
"articlesIDs": [
"27532155"
]
},
{
"text": "cigarette smoking and residence near industrial sites",
"score": 13.577824592590332,
"articlesIDs": [
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]
},
{
"text": "inflammatory disorders",
"score": 13.574970245361328,
"articlesIDs": [
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},
{
"text": "abnormal free light chain ratio (flc)",
"score": 13.564163208007812,
"articlesIDs": [
"35440099"
]
},
{
"text": "patients with smm and those with mm",
"score": 13.56045913696289,
"articlesIDs": [
"32473631"
]
},
{
"text": "patients with sickle cell disease",
"score": 13.538837432861328,
"articlesIDs": [
"27325377"
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},
{
"text": "immunomodulatory drug use, abnormal metaphase cytogenetics",
"score": 13.528657913208008,
"articlesIDs": [
"35772005"
]
},
{
"text": "patients with hematologic malignancies",
"score": 13.5257568359375,
"articlesIDs": [
"33187811"
]
},
{
"text": "immunomodulatory drug use, abnormal metaphase cytogenetics, and black race",
"score": 13.519609451293945,
"articlesIDs": [
"35772005"
]
},
{
"text": "black race, and family history of mgus",
"score": 13.505990982055664,
"articlesIDs": [
"33416902"
]
},
{
"text": "intravenous bisphosphonate administration",
"score": 13.474031448364258,
"articlesIDs": [
"27179251"
]
},
{
"text": "prior vte, prior surgery",
"score": 13.46723747253418,
"articlesIDs": [
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{
"text": "exposure to pollution and garages or stations",
"score": 13.466116905212402,
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},
{
"text": "patients with primary sjögren's syndrome(pss)",
"score": 13.463059425354004,
"articlesIDs": [
"35341972"
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},
{
"text": "older age, male sex, high comorbidity burden, anemia, and hypercalcemia",
"score": 13.448653221130371,
"articlesIDs": [
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]
},
{
"text": "male sex, black race, and family history of mgus",
"score": 13.44180965423584,
"articlesIDs": [
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},
{
"text": "tumor burden and renal impairment",
"score": 13.42428970336914,
"articlesIDs": [
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},
{
"text": "prior vte, prior surgery, immunomodulatory drug use",
"score": 13.407439231872559,
"articlesIDs": [
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},
{
"text": "use of organophosphate insecticides",
"score": 13.406912803649902,
"articlesIDs": [
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},
{
"text": "patients with pruritus",
"score": 13.40640640258789,
"articlesIDs": [
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},
{
"text": "overweight",
"score": 13.388769149780273,
"articlesIDs": [
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"29898091",
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},
{
"text": "long-term bisphosphonate treatment",
"score": 13.386592864990234,
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},
{
"text": "prior surgery, immunomodulatory drug use, abnormal metaphase cytogenetics",
"score": 13.383262634277344,
"articlesIDs": [
"35772005"
]
},
{
"text": "hemodialysis treatment, male sex, old age, and catastrophic illness",
"score": 13.381449699401855,
"articlesIDs": [
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]
},
{
"text": "obesity or high bmi",
"score": 13.378098487854004,
"articlesIDs": [
"33582053"
]
},
{
"text": "low hdl cholesterol and/or apolipoprotein a1",
"score": 13.372968673706055,
"articlesIDs": [
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},
{
"text": "patients with lymphoid malignancies",
"score": 13.334539413452148,
"articlesIDs": [
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},
{
"text": "hypertensive nephropathy",
"score": 13.33378791809082,
"articlesIDs": [
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]
},
{
"text": "occupational exposure to organophosphates",
"score": 13.304525375366211,
"articlesIDs": [
"32401913"
]
},
{
"text": "genetically-predicted coffee consumption",
"score": 13.29413890838623,
"articlesIDs": [
"36067583"
]
},
{
"text": "non-igg (hr = 2.84, ci:1.68-4.80, p = 0.0001), high monoclonal (m) protein",
"score": 13.286450386047363,
"articlesIDs": [
"35440099"
]
},
{
"text": "higher bmi in adolescence",
"score": 13.277183532714844,
"articlesIDs": [
"28258513"
]
},
{
"text": "substance use disorder",
"score": 13.25861930847168,
"articlesIDs": [
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]
},
{
"text": "history of hypertension",
"score": 13.252477645874023,
"articlesIDs": [
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},
{
"text": "marrow plasma cell infiltration \u003e20%",
"score": 13.233938217163086,
"articlesIDs": [
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},
{
"text": "young patients with mgus",
"score": 13.233410835266113,
"articlesIDs": [
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},
{
"text": "occupational exposure to pesticide and smoke",
"score": 13.22992992401123,
"articlesIDs": [
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]
},
{
"text": "monoclonal gammopathy",
"score": 13.197080612182617,
"articlesIDs": [
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},
{
"text": "previous cerebrovascular events, and renal impairment",
"score": 13.195956230163574,
"articlesIDs": [
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]
},
{
"text": "advanced alveolar bone loss",
"score": 13.193292617797852,
"articlesIDs": [
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},
{
"text": "herpes zoster",
"score": 13.192726135253906,
"articlesIDs": [
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},
{
"text": "high bmi in early and later adulthood",
"score": 13.18791389465332,
"articlesIDs": [
"29527008"
]
},
{
"text": "oxychlordane and β-hexachlorocyclohexane (β-hcch)",
"score": 13.18759536743164,
"articlesIDs": [
"30289833"
]
},
{
"text": "multiple myeloma/paraproteinemia",
"score": 13.184040069580078,
"articlesIDs": [
"31701053"
]
},
{
"text": "hodgkin lymphoma (hl)",
"score": 13.15715503692627,
"articlesIDs": [
"33455012"
]
},
{
"text": "adults with hm in general and patients with lymphoid malignancies",
"score": 13.147449493408203,
"articlesIDs": [
"32463435"
]
},
{
"text": "patients with hm",
"score": 13.145624160766602,
"articlesIDs": [
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},
{
"text": "cirrhosis, multiple myeloma/paraproteinemia",
"score": 13.143259048461914,
"articlesIDs": [
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]
},
{
"text": "invasive dental procedures and dental prostheses",
"score": 13.135433197021484,
"articlesIDs": [
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]
},
{
"text": "occupational exposure to pesticides and smoke",
"score": 13.133932113647461,
"articlesIDs": [
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]
},
{
"text": "hbv infection",
"score": 13.131904602050781,
"articlesIDs": [
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]
},
{
"text": "vasculitis, cirrhosis, multiple myeloma/paraproteinemia",
"score": 13.104827880859375,
"articlesIDs": [
"31701053"
]
},
{
"text": "systemic lupus erythematosus patients",
"score": 13.101205825805664,
"articlesIDs": [
"30712493"
]
},
{
"text": "patients with acute promyelocytic leukemia",
"score": 13.08824348449707,
"articlesIDs": [
"30262170"
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},
{
"text": "lupus, vasculitis, cirrhosis, multiple myeloma/paraproteinemia",
"score": 13.081506729125977,
"articlesIDs": [
"31701053"
]
},
{
"text": "extensive osteolytic activity",
"score": 13.077028274536133,
"articlesIDs": [
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},
{
"text": "patients with a fracture at diagnosis",
"score": 13.07272720336914,
"articlesIDs": [
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},
{
"text": "ionizing radiation exposure",
"score": 13.059325218200684,
"articlesIDs": [
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},
{
"text": "combined local dry season + la nina and combined local dry season + el nino",
"score": 13.052388191223145,
"articlesIDs": [
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},
{
"text": "patients with hematological malignancies (hm)",
"score": 13.04718017578125,
"articlesIDs": [
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},
{
"text": "history of hypertension and smoking",
"score": 13.045711517333984,
"articlesIDs": [
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},
{
"text": "ehb",
"score": 13.035126686096191,
"articlesIDs": [
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},
{
"text": "occupational exposure to smoke",
"score": 13.02998161315918,
"articlesIDs": [
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},
{
"text": "mm stages i and ii",
"score": 13.027375221252441,
"articlesIDs": [
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},
{
"text": "serum m-protein \u003e2 g/dl",
"score": 13.025501251220703,
"articlesIDs": [
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},
{
"text": "bmi ≥ 25",
"score": 13.00764274597168,
"articlesIDs": [
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},
{
"text": "low hdl levels",
"score": 13.001171112060547,
"articlesIDs": [
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},
{
"text": "male farmers",
"score": 12.993155479431152,
"articlesIDs": [
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{
"text": "inflammatory disorders, and smoking",
"score": 12.989835739135742,
"articlesIDs": [
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{
"text": "diabetes mellitus",
"score": 12.989665031433105,
"articlesIDs": [
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},
{
"text": "tnfα-857 c/t",
"score": 12.983135223388672,
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},
{
"text": "diazinon",
"score": 12.977326393127441,
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{
"text": "emp (or=8.20 (3.19-21.05), p\u003c0.001) and ehb",
"score": 12.970033645629883,
"articlesIDs": [
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},
{
"text": "patients with a fracture after mm diagnosis",
"score": 12.965312004089355,
"articlesIDs": [
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},
{
"text": "women who reported infertility",
"score": 12.962016105651855,
"articlesIDs": [
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},
{
"text": "hairdressers, and employees exposed to engine exhaust",
"score": 12.959015846252441,
"articlesIDs": [
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{
"text": "κ light chain isotype",
"score": 12.954330444335938,
"articlesIDs": [
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{
"text": "multiple myeloma/paraproteinemia, and anemia of chronic disease",
"score": 12.953031539916992,
"articlesIDs": [
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{
"text": "male gender",
"score": 12.939628601074219,
"articlesIDs": [
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{
"text": "advanced alveolar bone loss and missing teeth",
"score": 12.939254760742188,
"articlesIDs": [
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{
"text": "hhv-8",
"score": 12.936713218688965,
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{
"text": "a previous diagnosis of hl and pmf",
"score": 12.93155288696289,
"articlesIDs": [
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},
{
"text": "immunoparesis, age ≥69 years",
"score": 12.93016242980957,
"articlesIDs": [
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},
{
"text": "age ≥ 55 years, exposure to pollution",
"score": 12.928653717041016,
"articlesIDs": [
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},
{
"text": "bone marrow plasma cells ⩾20%",
"score": 12.925972938537598,
"articlesIDs": [
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},
{
"text": "ankylosing spondylitis (as)",
"score": 12.92416763305664,
"articlesIDs": [
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},
{
"text": "κ light chain isotype, previous cerebrovascular events, and renal impairment",
"score": 12.918346405029297,
"articlesIDs": [
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},
{
"text": "iflc \u003e100 mg/l",
"score": 12.917059898376465,
"articlesIDs": [
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},
{
"text": "age \u003e65 years and iflc \u003e100 mg/l",
"score": 12.914823532104492,
"articlesIDs": [
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},
{
"text": "older age, male sex, black race, and family history of mgus",
"score": 12.914665222167969,
"articlesIDs": [
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{
"text": "cirrhosis, multiple myeloma/paraproteinemia, and anemia of chronic disease",
"score": 12.912250518798828,
"articlesIDs": [
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{
"text": "elevated ldh",
"score": 12.909915924072266,
"articlesIDs": [
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{
"text": "serum creatinine \u003e 2 mg/dl",
"score": 12.89787483215332,
"articlesIDs": [
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{
"text": "iss ii (hr 1.6; p = 0.0004) and issiii (hr 1.8; p = 0.0004) and elevated ldh",
"score": 12.895509719848633,
"articlesIDs": [
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{
"text": "renal failure and mm stages i and ii",
"score": 12.895301818847656,
"articlesIDs": [
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},
{
"text": "increased cumulative doses of alkylating therapy with melphalan",
"score": 12.87584114074707,
"articlesIDs": [
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{
"text": "firefighters, hairdressers, and employees exposed to engine exhaust",
"score": 12.873797416687012,
"articlesIDs": [
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{
"text": "bmi ≥ 25 (hr = 2.14,ci:1.05-4.36, p = 0.04), non-igg",
"score": 12.870247840881348,
"articlesIDs": [
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},
{
"text": "ser37 + phe37 in hla-drb1",
"score": 12.864599227905273,
"articlesIDs": [
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},
{
"text": "obesity, and twice a week carfilzomib schedule",
"score": 12.862821578979492,
"articlesIDs": [
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{
"text": "a history of infertility",
"score": 12.857678413391113,
"articlesIDs": [
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{
"text": "patients with elevated serum flc",
"score": 12.855844497680664,
"articlesIDs": [
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{
"text": "diabetes mellitus, cerebrovascular disease",
"score": 12.851161003112793,
"articlesIDs": [
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{
"text": "acute renal failure, lupus, vasculitis, cirrhosis",
"score": 12.849693298339844,
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{
"text": "neutropenia",
"score": 12.849691390991211,
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{
"text": "african americans",
"score": 12.847736358642578,
"articlesIDs": [
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{
"text": "recent use of permethrin",
"score": 12.83993911743164,
"articlesIDs": [
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{
"text": "high erythrocyte lead concentration",
"score": 12.83433723449707,
"articlesIDs": [
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{
"text": "neutropenia, progressive disease, anti-cd52 therapies",
"score": 12.825241088867188,
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{
"text": "elevated baseline frax score",
"score": 12.818273544311523,
"articlesIDs": [
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{
"text": "patients younger than 40 years",
"score": 12.816596984863281,
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{
"text": "male systemic lupus erythematosus patients and patients younger than 40 years",
"score": 12.815531730651855,
"articlesIDs": [
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},
{
"text": "diabetes mellitus, cerebrovascular disease, chronic lung disease",
"score": 12.810171127319336,
"articlesIDs": [
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{
"text": "bmi \u003c 18.5 kg/m",
"score": 12.799524307250977,
"articlesIDs": [
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{
"text": "use of steroids, neutropenia",
"score": 12.794968605041504,
"articlesIDs": [
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},
{
"text": "arrhythmia, heart failure, diabetes mellitus",
"score": 12.771803855895996,
"articlesIDs": [
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},
{
"text": "myd88 mutation",
"score": 12.7706880569458,
"articlesIDs": [
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},
{
"text": "use of steroids, neutropenia, progressive disease, anti-cd52 therapies",
"score": 12.770519256591797,
"articlesIDs": [
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},
{
"text": "fok1, bsm1, cdx2, apa1 and taq1",
"score": 12.765104293823242,
"articlesIDs": [
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},
{
"text": "substance use disorder (or = 3.54, 95% ci = 3.28 to 3.82), and mood disorder",
"score": 12.763404846191406,
"articlesIDs": [
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},
{
"text": "several specific prior infections, inflammatory disorders",
"score": 12.761176109313965,
"articlesIDs": [
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{
"text": "alcohol use disorder",
"score": 12.740882873535156,
"articlesIDs": [
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},
{
"text": "involved to uninvolved free light-chain ratio \u003e20",
"score": 12.736286163330078,
"articlesIDs": [
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},
{
"text": "male gender (hr 1.4; p = 0.001), iss ii",
"score": 12.731273651123047,
"articlesIDs": [
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"text": "human herpesvirus 8 (hhv-8) is the causative agent of kaposi's sarcoma (ks)",
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{
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"text": "after exposure to high doses of nitrosamines (potential inhalation intake)",
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"text": "patients with recently diagnosed hematologic malignancies",
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{
"text": "estimated blood losses of 250 ml (or = 1.50, 95% ci = 1.11 to 2.03), 500 ml",
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"text": "type and duration of antiresorptive drugs, dental trauma",
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{
"text": "monoclonal gammopathy of uncertain significance (mgus)",
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"text": "history of urological/nephrological disease, cardiovascular disease",
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{
"text": "the carbamate insecticide, carbaryl,",
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{
"text": "100 milligray (err/100 mgy) bone-marrow absorbed dose",
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{
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"text": "genetic variation especially in the transmembrane mucin gene muc4",
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"text": "obesity, smoking, hypertension)",
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"text": "congestive heart failure",
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"text": "obesity was",
"score": 8.664358139038086,
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"text": "in obese",
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"text": "occupational pesticide exposure",
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"text": "old incinerator",
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{
"text": "a monoclonal gammopathy of undetermined significance (mgus)",
"score": 8.634757995605469,
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{
"text": "cardiovascular disease, hypertension; model b-diabetes mellitus",
"score": 8.627731323242188,
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{
"text": "chronic inflammation, hyperinsulinaemia and hyperglycaemia",
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{
"text": "in patients with a fracture after mm diagnosis",
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{
"text": "dental prostheses; cancer disease, in particular multiple myeloma",
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{
"text": "'tt vs. cc + tc' of tnfα-857 c/t are correlated with mm risk. tnfα-857 c/t",
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"text": "minor allele frequency (maf)",
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"text": ", advanced alveolar bone loss and missing teeth",
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{
"text": ", and marrow plasma cell infiltration \u003e20%",
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"text": "one roh at chromosome 9q21",
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{
"text": "l-asparaginase in treatment of acute lymphoblastic leukemia",
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"text": "patients with chronic myeloid leukemia (cml) for ps0rs1c1-rs2285803,",
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"text": "among patients with hematologic malignancies, african americans",
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