{"id":"W2800114863","doi":"10.1017/cem.2018.266","title":"P068: Predictors of admission in unscheduled return visits to the emergency department","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Emergency department; Referral; Emergency medicine; Retrospective cohort study; Cohort; Crowding; Pediatrics; Internal medicine; Family 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":[0.0004687988,0.0004383815,0.0003405855,0.0006504881,0.0009707207,0.001230047,0.001014127,0.001446947,0.01057275],"category_scores_gemma":[0.009453407,0.0003081012,0.000964628,0.00105656,0.0004319979,0.0009331995,0.0009159623,0.003397198,0.001255732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117598,"about_ca_system_score_gemma":0.00130577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393175,"about_ca_topic_score_gemma":0.01153138,"domain_scores_codex":[0.9993247,0.0001526732,0.00009421975,0.00008332041,0.0001350029,0.0002100903],"domain_scores_gemma":[0.9945234,0.001503963,0.00173776,0.0001664303,0.0005520275,0.001516352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002435098,0.0000938477,0.9965584,0.00001676249,0.00004871235,0.0002195612,0.00008540857,0.00006338376,0.00009353106,0.00005385357,0.0009882094,0.001534847],"study_design_scores_gemma":[0.00001313356,0.00008045873,0.997883,0.00003756599,0.00003586145,0.0004375847,0.0005235677,0.0004004926,0.00005156903,0.0001313368,0.0003956267,0.000009762455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948099,0.0002786003,0.00009432071,0.0009428496,0.0001081099,0.00001419282,0.001052962,0.00001051232,0.002688532],"genre_scores_gemma":[0.9979673,0.0001268273,0.0001324457,0.000139121,0.0001060549,0.00001162831,0.000770512,0.00001362294,0.000732501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393175,"threshold_uncertainty_score":0.0353694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04667175730419138,"score_gpt":0.3412838109434219,"score_spread":0.2946120536392305,"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."}}