{"id":"W1964985361","doi":"10.1097/pec.0b013e3182809b64","title":"Factors Associated With Prolonged Stay in a Pediatric Emergency Observation Unit of an Urban Tertiary Children’s Hospital in China","year":2013,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"University of Hong Kong","keywords":"Medicine; Confidence interval; Odds ratio; Retrospective cohort study; Pediatrics; Logistic regression; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002130869,0.0005390086,0.0007370383,0.0007684821,0.0001119761,0.000005970777,0.0002903194,0.0002719238,0.0006778371],"category_scores_gemma":[0.0004726911,0.0004370948,0.0002007052,0.002784627,0.00003660623,0.000577958,0.00008932524,0.0005453406,0.000007446328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504592,"about_ca_system_score_gemma":0.0001838568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379812,"about_ca_topic_score_gemma":0.001788271,"domain_scores_codex":[0.9965208,0.0001738761,0.001245449,0.0006879551,0.0006663138,0.0007056534],"domain_scores_gemma":[0.9981338,0.00003129594,0.000490193,0.000471261,0.0006614666,0.0002119444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003032112,0.0006994087,0.98655,0.00029647,0.00008014147,0.00001008478,0.01011966,0.0000199822,0.00002808513,0.000005693065,0.001995576,0.0001645478],"study_design_scores_gemma":[0.001365117,0.0009150922,0.9942886,0.00002545706,0.0003879818,4.953451e-7,0.002374088,0.00003606982,0.00005189459,0.00004498046,0.00000578314,0.0005044853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988093,0.00862562,0.000002777816,0.000142087,0.0007277772,0.001842914,0.0001187335,0.0001069871,0.0003401],"genre_scores_gemma":[0.9923967,0.005681401,0.00004362806,0.00001329983,0.0005284182,0.0002493091,0.0009012696,0.00007517052,0.0001107671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007745569,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502424793042119,"score_gpt":0.2483676542132956,"score_spread":0.2333434062828744,"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."}}