{"id":"W2974166734","doi":"10.1001/jamanetworkopen.2019.11838","title":"Association of Early-Stage Breast Cancer and Subsequent Chemotherapy With Risk of Atrial Fibrillation","year":2019,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Breast cancer; Internal medicine; Atrial fibrillation; Cancer registry; Hazard ratio; Cancer; Incidence (geometry); Population; Retrospective cohort study; Stage (stratigraphy); Cumulative incidence; Oncology; Cohort; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003123188,0.0001217652,0.0001621534,0.0004094769,0.0002522286,0.000330222,0.0002372395,0.0002393676,0.001976662],"category_scores_gemma":[0.002237723,0.0001176578,0.0002553134,0.0006679249,0.0001975444,0.0001403901,0.0001699597,0.0003122476,0.00008627056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004540185,"about_ca_system_score_gemma":0.0005536663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02946384,"about_ca_topic_score_gemma":0.04469586,"domain_scores_codex":[0.9997229,0.00004529256,0.00003004771,0.00005501871,0.00009084384,0.00005593664],"domain_scores_gemma":[0.9984779,0.0002635108,0.0008223666,0.00009391207,0.0001677704,0.0001745393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006427195,0.000007525314,0.9990072,0.000007791631,0.00002725323,0.0000206491,0.00001188399,0.00001439634,0.00007940562,0.000005860279,0.00003397929,0.0007198913],"study_design_scores_gemma":[0.000003376801,0.00002939626,0.9996318,0.000004819782,0.0000203332,0.000121301,0.00001702741,0.0000518078,0.00002726039,0.000006448719,0.00008561047,8.864617e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972839,0.001259137,0.0001080268,0.0001074249,0.000008138393,0.0000111396,0.0004800865,0.000003850917,0.0007382653],"genre_scores_gemma":[0.999329,0.0002523971,0.00006746254,0.00001440525,0.000009991395,0.000002998153,0.0001437845,8.035868e-7,0.0001791371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946384,"threshold_uncertainty_score":0.05858463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016929217771094,"score_gpt":0.2626696886597983,"score_spread":0.2525003964820874,"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."}}