{"id":"W3002830791","doi":"10.1097/pec.0000000000001999","title":"Pediatric Emergency Department Return Visits","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Audit; Emergency medicine; Retrospective cohort study; Cohort; Case mix index; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410369,0.0002975083,0.0003061044,0.001487216,0.000588953,0.0007350564,0.0008123709,0.0003624662,0.01207393],"category_scores_gemma":[0.009319861,0.0002042861,0.0004785529,0.002111648,0.0002635761,0.0007144585,0.001397015,0.0006862784,0.001774358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239203,"about_ca_system_score_gemma":0.002386377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004019083,"about_ca_topic_score_gemma":0.004628602,"domain_scores_codex":[0.997238,0.0004409089,0.0005874881,0.0004450014,0.0008868496,0.0004016807],"domain_scores_gemma":[0.992603,0.0009628962,0.004311606,0.0002481747,0.001124602,0.0007497002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112973,0.00009129143,0.9289283,0.000584125,0.00005663221,0.0009027748,0.001212159,0.0001981847,0.0003963381,0.0004391031,0.01637687,0.05070129],"study_design_scores_gemma":[0.00002904435,0.0001944376,0.9725705,0.0004500144,0.00002823536,0.003935972,0.00173798,0.0002518927,0.0003708389,0.0001497563,0.02026884,0.0000124735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094673,0.005654172,0.003707939,0.003365799,0.0003117066,0.001076727,0.02515919,0.0006122462,0.05064487],"genre_scores_gemma":[0.9757949,0.003498171,0.004921439,0.001169974,0.0002833752,0.0006203366,0.0093024,0.00005560207,0.004353847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01207393,"threshold_uncertainty_score":0.04039133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194246206016571,"score_gpt":0.2828979366527537,"score_spread":0.2634733160510966,"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."}}