{"id":"W2943196054","doi":"10.1017/cem.2019.265","title":"P074: Improving urology care in the emergency department through implementation of an Acute Care Urology model","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Renal colic; Emergency department; Referral; Intervention (counseling); Complaint; Emergency medicine; Family medicine; Nursing; Alternative medicine","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":[0.01163591,0.0004457792,0.0002720265,0.000730021,0.003367529,0.004886053,0.004197294,0.003068925,0.01715796],"category_scores_gemma":[0.03149958,0.0004434211,0.001118071,0.0008852539,0.001881916,0.004059548,0.008287052,0.004670517,0.002138686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006792389,"about_ca_system_score_gemma":0.08266132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01778655,"about_ca_topic_score_gemma":0.05424943,"domain_scores_codex":[0.9886878,0.005980542,0.0004668032,0.0004044953,0.002518804,0.001941535],"domain_scores_gemma":[0.9615206,0.006290302,0.00258729,0.001800266,0.005610799,0.02219085],"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":[0.001163636,0.02822082,0.1231211,0.002062394,0.0003148782,0.0008714851,0.006523818,0.005650348,0.001946885,0.06440254,0.2447682,0.520954],"study_design_scores_gemma":[0.003959789,0.01604376,0.4469618,0.006226825,0.0007798158,0.00216151,0.02099914,0.01848177,0.007734197,0.06258906,0.413552,0.0005103604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.314175,0.001479152,0.02559099,0.4695905,0.003773632,0.004380603,0.001441328,0.0015584,0.1780104],"genre_scores_gemma":[0.8364048,0.001997891,0.08322451,0.05490863,0.001366667,0.002555368,0.001052117,0.0001849641,0.01830505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01778655,"threshold_uncertainty_score":0.06153727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668850777092066,"score_gpt":0.36859357018727,"score_spread":0.3219050624163494,"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."}}