{"id":"W2979395978","doi":"10.1016/j.cjca.2019.07.423","title":"THE IMPACT OF KNOWLEDGE TRANSLATION AND INTEGRATED CARDIOVASCULAR CARE ON EMERGENCY ROOM VISITS OF PATIENTS WITH ATRIAL FIBRILLATION: INSIGHTS FROM THE INTEGRATED-FACILITER PROGRAM","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Emergency department; Cohort; Disease management; Presentation (obstetrics); Knowledge translation; Emergency medicine; Medical emergency; Disease; Intensive care medicine; Internal medicine; Nursing; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01691418,0.0003713067,0.0007543708,0.0009192764,0.003005506,0.003470201,0.001911427,0.001715346,0.006135102],"category_scores_gemma":[0.05105809,0.0003427324,0.000896042,0.001402664,0.00189158,0.003294456,0.008772642,0.003778449,0.0003953676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006500127,"about_ca_system_score_gemma":0.0523465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02165732,"about_ca_topic_score_gemma":0.04637093,"domain_scores_codex":[0.9881973,0.006889608,0.000498415,0.0007485724,0.001811517,0.001854534],"domain_scores_gemma":[0.9498012,0.02925336,0.004370902,0.002483596,0.002534206,0.01155676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003329456,0.05785549,0.160149,0.002068035,0.0007659827,0.0009179694,0.03665614,0.001445145,0.0006749785,0.006339156,0.02623106,0.7035676],"study_design_scores_gemma":[0.01368164,0.03154733,0.7647187,0.006978018,0.002974291,0.001311385,0.07489263,0.008719911,0.002286478,0.02302661,0.06946507,0.0003980107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393256,0.001266574,0.0007808405,0.0361063,0.0002774916,0.001063272,0.0004443829,0.00008752061,0.02064801],"genre_scores_gemma":[0.9816616,0.001480604,0.006341305,0.007285838,0.0002362029,0.0009211075,0.0003140977,0.00002659803,0.001732813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9783427,"threshold_uncertainty_score":0.08945179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660645622253073,"score_gpt":0.278404981834082,"score_spread":0.2517985256115513,"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."}}