{"id":"W2571047338","doi":"10.1097/pec.0000000000001013","title":"Outcomes From Referrals and Unscheduled Visits From Community Emergency Departments to a Regional Pediatric Emergency Department in Canada","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Pediatrics; Emergency medicine; Population; Retrospective cohort study; Cohort; Family medicine; Internal medicine","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":[0.0004461329,0.0003333178,0.000324858,0.001248791,0.001745131,0.001139373,0.00140522,0.0005257259,0.002199999],"category_scores_gemma":[0.003559765,0.0003458218,0.0004336958,0.002959781,0.0007227072,0.0004264755,0.001294041,0.0009709377,0.0001703965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02321438,"about_ca_system_score_gemma":0.03168491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977239,"about_ca_topic_score_gemma":0.9886325,"domain_scores_codex":[0.9983755,0.00008648149,0.00009451481,0.0002348458,0.0005663849,0.000642235],"domain_scores_gemma":[0.9960073,0.000150526,0.001097906,0.00006308789,0.00136508,0.001316165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003656481,0.00002156692,0.9958324,0.00002634212,0.00002726497,0.0002098767,0.0002792825,0.0001145392,0.00006289158,0.00005379982,0.0009490167,0.002386588],"study_design_scores_gemma":[0.000005720973,0.0000196667,0.9979436,0.00004215471,0.00001257994,0.0002312627,0.001112876,0.0002032028,0.00003858861,0.00001635722,0.000367453,0.000006528486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932867,0.0006475466,0.00006990889,0.0005075449,0.00001885434,0.00003470931,0.003157349,0.00001441814,0.002262994],"genre_scores_gemma":[0.9976951,0.0004681524,0.0000919536,0.0001092324,0.000006796007,0.0000113199,0.001270454,0.000005186743,0.0003418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02321438,"threshold_uncertainty_score":0.1684329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04455327179255755,"score_gpt":0.3205597219524005,"score_spread":0.2760064501598429,"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."}}