{"id":"W2068229127","doi":"10.1161/01.cir.103.19.2365","title":"New-Onset Atrial Fibrillation","year":2001,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa; University of Calgary; St. Michael's Hospital; Centre for Advancing Health Outcomes; Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Warfarin; Bleed; Coronary artery disease; Internal medicine; Cohort; Anticoagulant; Cardiology; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001785399,0.0001710133,0.0003868481,0.0004376796,0.0005355676,0.0003754724,0.0002259435,0.0002308047,0.007742341],"category_scores_gemma":[0.001309959,0.00005791405,0.0002310478,0.0006903259,0.0001637903,0.0001746267,0.0001998867,0.0004359999,0.001082031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880716,"about_ca_system_score_gemma":0.0009584913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500689,"about_ca_topic_score_gemma":0.01977651,"domain_scores_codex":[0.9996761,0.00001913837,0.00003038743,0.00005461956,0.0001362385,0.00008360335],"domain_scores_gemma":[0.9990963,0.00008299965,0.0003650626,0.00003547003,0.0001766518,0.0002435769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001301455,0.00006346374,0.9706644,0.0001360454,0.00005460241,0.001180033,0.00008807228,0.00001958974,0.0003307033,0.0001288726,0.003853749,0.02335021],"study_design_scores_gemma":[0.00001885101,0.00008832431,0.9850679,0.00008561437,0.00003835951,0.00683342,0.00009072307,0.00003849393,0.000057808,0.0001093959,0.007566056,0.000004994787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013797,0.02439719,0.0005793807,0.001229123,0.0004953329,0.0002288817,0.007520339,0.00006971661,0.0641003],"genre_scores_gemma":[0.9830103,0.006612126,0.0002250274,0.0009821147,0.0004712908,0.00005969665,0.003331932,0.000007519679,0.005299921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500689,"threshold_uncertainty_score":0.0298391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06391413377458038,"score_gpt":0.3313859342888384,"score_spread":0.267471800514258,"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."}}