{"id":"W4288058803","doi":"10.1097/pec.0000000000002415","title":"Pediatric Emergency Department Return Visits Within 72 Hours","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Emergency department; Ethnic group; Demography; Recall; Family medicine; Pediatrics; Emergency medicine; Gerontology; Psychiatry","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":[0.0005949144,0.0002730633,0.0003129367,0.0005784869,0.0005111585,0.0004876653,0.0002920439,0.0002721154,0.006343861],"category_scores_gemma":[0.005124285,0.0001204866,0.0003690416,0.0006199677,0.0002003704,0.0004048477,0.0006436362,0.0004746373,0.0008185971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693322,"about_ca_system_score_gemma":0.0007016704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003509183,"about_ca_topic_score_gemma":0.005754438,"domain_scores_codex":[0.9988942,0.0002780522,0.0001991403,0.0001233865,0.0002896836,0.0002155791],"domain_scores_gemma":[0.9965016,0.0005857869,0.002030552,0.00009752443,0.0003528581,0.0004317638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000115012,0.00007225273,0.967688,0.0001790238,0.00004807047,0.00167381,0.0007678555,0.00009355095,0.0002360776,0.00005654235,0.005092898,0.02397693],"study_design_scores_gemma":[0.00001403198,0.0002190323,0.9865652,0.0002538043,0.00002294798,0.004807291,0.002590108,0.0001120307,0.0002740471,0.00004589721,0.005086025,0.000009522579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874581,0.002661443,0.0003894778,0.000539984,0.00009880286,0.0001023219,0.001844361,0.0001054654,0.006800142],"genre_scores_gemma":[0.9960971,0.001323924,0.0003779451,0.0003177549,0.00008462929,0.00006872167,0.0008674501,0.000008836834,0.0008535695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006343861,"threshold_uncertainty_score":0.02122235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454872487397482,"score_gpt":0.2850639839525859,"score_spread":0.2705152590786111,"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."}}