{"id":"W2981911773","doi":"10.1093/eurheartj/ehz745.1131","title":"P4755Sex differences in admission rates, use of anticoagulation, and outcomes for emergency department presentations of atrial fibrillation","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Emergency department; Atrial fibrillation; Stroke (engine); Heart failure; Emergency medicine; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008695723,0.00007064794,0.000314544,0.0001524079,0.00004928352,0.00001180544,0.00002250099,0.00002805818,0.00008445001],"category_scores_gemma":[0.0004242275,0.00005158249,0.00008598559,0.0001073127,0.00001170303,0.0001382387,0.00001229035,0.00008609246,0.000002145424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001411944,"about_ca_system_score_gemma":0.0002196313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209852,"about_ca_topic_score_gemma":0.00001507533,"domain_scores_codex":[0.9985172,0.0003508066,0.0006921935,0.0001043135,0.0001985984,0.0001368894],"domain_scores_gemma":[0.999115,0.0001804848,0.0002515251,0.0001011634,0.000185551,0.000166243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000882676,0.0000141599,0.9952871,0.0002197624,0.00001855171,9.60412e-7,0.0003195442,0.00002509696,0.0003000425,0.00008834434,0.0007934833,0.002844677],"study_design_scores_gemma":[0.001124819,0.0003656469,0.9833292,0.000134875,0.00001180695,0.000032133,0.00007798847,0.0006502183,0.00002576179,0.00002310778,0.01418337,0.00004102593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963547,0.0003250023,0.0002717605,0.001911813,0.0003605199,0.0006660374,0.00001335775,0.000004676426,0.00009213354],"genre_scores_gemma":[0.99819,0.0002708003,0.0008691636,0.00002502864,0.0002971323,5.12132e-7,0.00001391972,0.00001110697,0.0003223292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338988,"threshold_uncertainty_score":0.2103473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438571729329078,"score_gpt":0.4121682746144379,"score_spread":0.2683111016815302,"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."}}