{"id":"W3037459467","doi":"10.1016/j.amjcard.2020.06.031","title":"A Novel Model for Prediction of Thromboembolic and Cardiovascular Events in Patients Without Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Novo Nordisk Fonden","keywords":"Atrial fibrillation; Cardiology; Internal medicine; Medicine","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":[0.002490918,0.0009915465,0.00161984,0.0009545044,0.000538083,0.001750609,0.001771446,0.001797849,0.00326392],"category_scores_gemma":[0.005518193,0.000473071,0.001164186,0.0004963091,0.0003278214,0.0009597661,0.0007825657,0.001887624,0.0006463964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004915,"about_ca_system_score_gemma":0.001773766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715273,"about_ca_topic_score_gemma":0.01094753,"domain_scores_codex":[0.9993995,0.000188967,0.00004226988,0.0001999526,0.00005551557,0.0001137193],"domain_scores_gemma":[0.9967128,0.002369055,0.0002182096,0.00009829778,0.0003930434,0.0002085665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001849801,0.001321207,0.1040711,0.0001069076,0.0009117696,0.000579195,0.00008662781,0.8318548,0.0007484065,0.003265607,0.007444362,0.04776026],"study_design_scores_gemma":[0.00005091946,0.00005661244,0.002417594,0.000006928986,0.00004029644,0.00004117457,0.000007198803,0.996298,0.00003522637,0.0009319312,0.0001071567,0.000006965817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801085,0.001767497,0.1994934,0.006773053,0.0009422381,0.0001996885,0.005663112,0.001074964,0.00397763],"genre_scores_gemma":[0.9826634,0.0002699945,0.0117547,0.0002750344,0.000275233,0.0001177998,0.001886562,0.00002434996,0.002732926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715273,"threshold_uncertainty_score":0.03410578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05629913050439631,"score_gpt":0.3015134079304474,"score_spread":0.2452142774260511,"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."}}