{"id":"W2309325172","doi":"10.1093/eurheartj/ehv543","title":"The search for the ideal atrial fibrillation stroke risk prediction schema: is ATRIA a contender?","year":2016,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Warfarin; Internal medicine; Cohort; Cardiology; Framingham Risk Score; Embolism; Framingham Heart Study; Incidence (geometry); Disease","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":[0.01619216,0.001531475,0.004020039,0.002294263,0.002141944,0.01075606,0.003822874,0.01054552,0.006780234],"category_scores_gemma":[0.05703689,0.0008190259,0.001631,0.001347052,0.006543136,0.008160609,0.001641797,0.02137863,0.004566248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002645084,"about_ca_system_score_gemma":0.004701209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281942,"about_ca_topic_score_gemma":0.002539034,"domain_scores_codex":[0.9930132,0.002479757,0.0009054079,0.001233162,0.002109133,0.0002593545],"domain_scores_gemma":[0.9460064,0.03621956,0.001928692,0.0008152109,0.01260048,0.002429834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001787598,0.00001661938,0.0002229719,0.0007222868,0.00008194953,0.00005371738,0.0001003053,0.00006957434,0.00008806956,0.004025184,0.9456059,0.04883464],"study_design_scores_gemma":[0.000130623,0.0002184094,0.0006771493,0.003645348,0.0003033362,0.0003110966,0.0003366013,0.0004598267,0.0001794358,0.01561029,0.9780264,0.0001014418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003190956,0.1043714,0.002011322,0.2831344,0.60814,0.00002672122,0.0001644576,0.0001303291,0.001702303],"genre_scores_gemma":[0.002611526,0.04438961,0.0009544636,0.06500995,0.8851402,0.00003127814,0.0001195487,0.0001282267,0.001615134],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01619216,"threshold_uncertainty_score":0.08563334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215111429398302,"score_gpt":0.3538290302282006,"score_spread":0.2323178872883704,"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."}}