{"id":"W3033181143","doi":"10.1093/ehjqcco/qcaa050","title":"Cohort profile: the ESC EURObservational Research Programme Atrial Fibrillation III (AF III) Registry","year":2020,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Abbott Vascular; Novartis Pharma; Bristol-Myers Squibb Canada; Servier; National Institute for Health and Care Research; Boston Scientific Corporation; Daiichi Sankyo Europe; Sanofi; Gedeon Richter; Bayer; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; Boehringer Ingelheim; Edwards Lifesciences; Amgen; Pfizer; ResMed","keywords":"Medicine; Atrial fibrillation; Guideline; Stroke (engine); Cohort; Management of atrial fibrillation; Emergency medicine; Clinical Practice; Internal medicine; Intensive care medicine; Pediatrics; Physical therapy; Pathology","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":[0.002291908,0.0004171636,0.0008278014,0.001392916,0.0004211788,0.0009501514,0.0007248054,0.0005498595,0.006151301],"category_scores_gemma":[0.00521251,0.0003030598,0.000873699,0.003051842,0.0001152497,0.0005428593,0.0009821329,0.0005990669,0.002720684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432812,"about_ca_system_score_gemma":0.001171696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007554649,"about_ca_topic_score_gemma":0.008126119,"domain_scores_codex":[0.9984221,0.000301878,0.0004284561,0.0003631111,0.0003326474,0.0001517648],"domain_scores_gemma":[0.9966711,0.0003073668,0.00126207,0.0006770617,0.0008488378,0.0002336756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002931534,0.0001629379,0.9037765,0.0006474863,0.0008731331,0.0002717362,0.0002012059,0.000511571,0.0006243042,0.0008827022,0.07377002,0.01534689],"study_design_scores_gemma":[0.001042172,0.0003064384,0.9684077,0.0004038853,0.0005005903,0.0007436838,0.000161617,0.0007680873,0.0002610273,0.0003893099,0.0269792,0.00003631743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3550382,0.001945134,0.00446505,0.0006739413,0.0001533447,0.003617839,0.6194558,0.0002631448,0.01438767],"genre_scores_gemma":[0.4794135,0.001261297,0.004344031,0.0008408124,0.0002156108,0.008064028,0.4995625,0.0002081267,0.006090085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007554649,"threshold_uncertainty_score":0.02057809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4726448115773719,"score_gpt":0.5214799048912391,"score_spread":0.04883509331386721,"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."}}