{"id":"W3005061455","doi":"10.1097/hs9.0000000000000327","title":"Modifiable Lifestyle and Medical Risk Factors Associated With Myeloproliferative Neoplasms","year":2020,"lang":"en","type":"article","venue":"HemaSphere","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Cancer Council Western Australia; National Health and Medical Research Council; Queen's University; Queen's University Belfast; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Odds ratio; Confidence interval; Internal medicine; Population; Cohort study; Cohort; Essential thrombocythemia; Demography; Pediatrics; Polycythemia vera; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002303773,0.0001971408,0.0002499781,0.0006668745,0.0002925057,0.0004761685,0.0002458859,0.0003935538,0.002468521],"category_scores_gemma":[0.001305785,0.0001661376,0.000326721,0.00102593,0.0001775527,0.0001988784,0.0002486347,0.00055917,0.0002200285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391465,"about_ca_system_score_gemma":0.000212695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883107,"about_ca_topic_score_gemma":0.005938139,"domain_scores_codex":[0.9997652,0.00006649526,0.00002435419,0.00005526295,0.00004317613,0.00004556457],"domain_scores_gemma":[0.9992608,0.0001235038,0.0003373376,0.00005180478,0.00006435341,0.000162173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733224,0.00007466479,0.9959015,0.00003089321,0.000110738,0.0001403099,0.00005050945,0.00003399204,0.0004573254,0.00004392285,0.00008665935,0.002896116],"study_design_scores_gemma":[0.000003020656,0.00005835538,0.9994333,0.000007823135,0.00002916235,0.0001607759,0.00002967036,0.00006460288,0.00003228812,0.00002960388,0.0001493032,0.000002057213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945619,0.002412585,0.000188627,0.0001783012,0.00002045964,0.00001741432,0.000783599,0.000012287,0.001824913],"genre_scores_gemma":[0.998482,0.0004813383,0.0001959285,0.0000320734,0.00002938469,0.000008321734,0.0002814974,0.000003377733,0.0004859724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004883107,"threshold_uncertainty_score":0.009709358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583528276933299,"score_gpt":0.2479246808615806,"score_spread":0.2220893980922476,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}