{"id":"W4392589277","doi":"10.1111/acem.14889","title":"Eligibility for anticoagulation initiation in atrial fibrillation: Agreement between emergency physician and medical record review","year":2024,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; Regional Municipality of Waterloo; University of Waterloo; Hamilton Health Sciences; University of Toronto","funders":"Bayer","keywords":"Medicine; Emergency department; Family medicine; Queen (butterfly); Nursing","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":[0.03135142,0.0002503457,0.000896243,0.002523183,0.001647964,0.002469889,0.001028516,0.003308868,0.008387784],"category_scores_gemma":[0.2064594,0.0004071925,0.0006533443,0.003805212,0.000626676,0.001235018,0.001540822,0.001840626,0.002556318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004138963,"about_ca_system_score_gemma":0.006946528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02169499,"about_ca_topic_score_gemma":0.02374629,"domain_scores_codex":[0.9366015,0.03186074,0.01416892,0.00297965,0.01121125,0.003177901],"domain_scores_gemma":[0.7418918,0.1392947,0.0633251,0.008879984,0.04181253,0.00479585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003870501,0.0008920593,0.4886528,0.001990421,0.0002802231,0.002487164,0.002091803,0.0002926207,0.0004405424,0.002177697,0.4482545,0.04856968],"study_design_scores_gemma":[0.001923553,0.0007074524,0.8410057,0.003854122,0.0003955666,0.002949483,0.003823093,0.003034223,0.001621994,0.002157786,0.1383763,0.0001506946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4788113,0.004563218,0.005446384,0.2319469,0.004845274,0.009563897,0.1088548,0.0004700524,0.1554983],"genre_scores_gemma":[0.8520919,0.002207695,0.006938155,0.09264443,0.002975121,0.008556544,0.01602915,0.0001396164,0.01841739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03135142,"threshold_uncertainty_score":0.1658042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443470713360746,"score_gpt":0.4444694207741808,"score_spread":0.3001223494381062,"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."}}