{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002692729,0.0001550963,0.0002026661,0.0006454696,0.0005220469,0.0007234128,0.0003525671,0.0002733985,0.006695835],"category_scores_gemma":[0.001199346,0.0001142643,0.0003655731,0.000956776,0.0002630933,0.0001833159,0.0002775601,0.0003711763,0.0004406911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174828,"about_ca_system_score_gemma":0.001320503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2596451,"about_ca_topic_score_gemma":0.2658664,"domain_scores_codex":[0.9996099,0.00002802089,0.00002911944,0.00007619075,0.0001157801,0.0001410842],"domain_scores_gemma":[0.9990728,0.0000916104,0.0003928927,0.00003817203,0.0001878811,0.0002165193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007204986,0.0000176968,0.9980456,0.000007507788,0.00003334964,0.00004929176,0.00005501259,0.000009560775,0.00007983609,0.00001791213,0.0004330483,0.001179225],"study_design_scores_gemma":[0.000003043196,0.00001497745,0.9995502,0.000005438863,0.000008779803,0.00006268914,0.0001276273,0.0000319664,0.00001593043,0.000009949511,0.0001681669,0.000001236724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994819,0.0003923273,0.00003744111,0.000129426,0.00001838817,0.000009747584,0.002311605,0.000004382248,0.002277731],"genre_scores_gemma":[0.9983341,0.0001109569,0.00003108994,0.00005543661,0.00001085504,0.000005836487,0.0008113848,0.000001832802,0.0006384616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2596451,"threshold_uncertainty_score":0.5162677,"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."}}