{"id":"W2794996784","doi":"10.1093/eurheartj/ehx504.p4601","title":"P4601Differences in two-year outcomes according to type of atrial fibrillation: results from the GARFIELD-AF registry","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal 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":[0.002179467,0.0002932607,0.0006193013,0.0009246665,0.0003805275,0.0009694799,0.0005459334,0.0005347105,0.002178571],"category_scores_gemma":[0.005310164,0.0002073514,0.0008997328,0.001800524,0.000288318,0.0007335275,0.0006334471,0.0006690242,0.0005805837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803325,"about_ca_system_score_gemma":0.0003986943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595768,"about_ca_topic_score_gemma":0.005507015,"domain_scores_codex":[0.9982694,0.0004180429,0.0002638639,0.0003719147,0.0004065059,0.0002702884],"domain_scores_gemma":[0.9925794,0.001008883,0.004526325,0.0008056736,0.0004551674,0.0006245998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000557831,0.00003187405,0.9970854,0.00001724318,0.0001466308,0.00004476147,0.00002566834,0.00004268327,0.00006212683,0.00001888522,0.0003969058,0.001570071],"study_design_scores_gemma":[0.0000582352,0.0001128317,0.9989458,0.000009211985,0.00009206589,0.0002225774,0.00004861976,0.000113407,0.00006009777,0.00003173533,0.000299343,0.000006047017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933019,0.0005340411,0.00009693152,0.0000887152,0.00001689817,0.0000127822,0.005003137,0.00001235429,0.0009331406],"genre_scores_gemma":[0.9936439,0.0002225702,0.00009149336,0.00006980298,0.00003412528,0.00001704456,0.005639366,0.000006657556,0.0002751795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595768,"threshold_uncertainty_score":0.01152629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1964625128004377,"score_gpt":0.414476265852193,"score_spread":0.2180137530517554,"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."}}