{"id":"W2398846575","doi":"10.1001/jamacardio.2016.0280","title":"Risk of Malignant Cancer Among Women With New-Onset Atrial Fibrillation","year":2016,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Interquartile range; Hazard ratio; Internal medicine; Atrial fibrillation; Cancer; Proportional hazards model; Prospective cohort study; Breast cancer; Cohort; Confidence interval; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003585655,0.0001576066,0.0002289051,0.0005069306,0.0002809131,0.00042142,0.0002689171,0.000344286,0.001924123],"category_scores_gemma":[0.002180163,0.0001900631,0.0004247113,0.0007307527,0.0001464774,0.0002825387,0.0003127008,0.0003967134,0.0002263079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174064,"about_ca_system_score_gemma":0.0002659117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730823,"about_ca_topic_score_gemma":0.007295356,"domain_scores_codex":[0.999772,0.0000426993,0.00002263238,0.00007041535,0.00005364095,0.00003860335],"domain_scores_gemma":[0.9991387,0.0001311473,0.000484656,0.00007741492,0.0000683235,0.00009967155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006143923,0.00001068352,0.9983746,0.000008429422,0.00003266899,0.00002668192,0.00001806398,0.00001792299,0.00006465641,0.000009950869,0.0001338084,0.00124105],"study_design_scores_gemma":[0.00001287625,0.00004713303,0.9990585,0.00001044215,0.00003571566,0.0002196873,0.00004486819,0.0001371968,0.00003271757,0.00003528552,0.0003631668,0.000002326208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941366,0.001974749,0.0002427315,0.0002921868,0.00003840948,0.00002200721,0.002049006,0.00001406566,0.001230237],"genre_scores_gemma":[0.9980872,0.0006130676,0.0001380207,0.00005371075,0.0000500495,0.00001657197,0.0006913904,0.000002416026,0.0003474088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004730823,"threshold_uncertainty_score":0.009406567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405587348525249,"score_gpt":0.2883577591813036,"score_spread":0.2643018856960511,"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."}}