{"id":"W2763907964","doi":"10.1093/pch/pxx086.091","title":"DECREASED HOSPITALIZATIONS AT THE COST OF INCREASED EMERGENCY DEPARTMENT RETURNS? OUTCOMES OF A CLINICAL DECISION UNIT","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Retrospective cohort study; Health care; Medical emergency; Pediatrics","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":[0.002272664,0.0001887956,0.0003680052,0.0008247934,0.0003905097,0.001869607,0.0006881062,0.0005357734,0.005129965],"category_scores_gemma":[0.0263055,0.0002022071,0.0007489128,0.001336102,0.0004319398,0.001435393,0.0008635391,0.001199206,0.0002740907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152937,"about_ca_system_score_gemma":0.0015916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194294,"about_ca_topic_score_gemma":0.003567901,"domain_scores_codex":[0.9969663,0.001073797,0.0003945144,0.0003206035,0.0006201947,0.0006247112],"domain_scores_gemma":[0.9816918,0.004415833,0.01007442,0.000531368,0.00126254,0.002024031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000382233,0.0001791288,0.9829935,0.00009909317,0.0001366664,0.0002029056,0.00009223981,0.0002689281,0.00005330917,0.0003534329,0.001113626,0.01412505],"study_design_scores_gemma":[0.00003065203,0.0003441611,0.9965083,0.0001189701,0.00007856751,0.0005605356,0.0004341249,0.0008115582,0.00007545992,0.0003901854,0.0006377825,0.000009665965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921986,0.001235243,0.0002366113,0.002766186,0.00006883056,0.00003208773,0.0007630668,0.000007781859,0.002691512],"genre_scores_gemma":[0.9991987,0.000215928,0.0001374945,0.0001170655,0.00004937479,0.00001079362,0.0001798832,0.000002073539,0.00008864218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005129965,"threshold_uncertainty_score":0.01716143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419873115417956,"score_gpt":0.4000023738695802,"score_spread":0.3558036427154007,"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."}}