{"id":"W2057966426","doi":"10.1097/pec.0b013e31825cf93b","title":"Temporal Trends in Pediatric Mental Health Visits","year":2012,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mental health; Evening; Emergency department; Mood; Psychiatry; Overcrowding; Pediatrics; Family medicine; Demography; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002723814,0.0003485752,0.000525969,0.0007543892,0.0002077384,0.00000370952,0.0001394436,0.0001260635,0.001344686],"category_scores_gemma":[0.00005456312,0.0003192964,0.0002828685,0.0020407,0.00001404066,0.0002286533,0.0001119405,0.0003375092,0.0001174306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284609,"about_ca_system_score_gemma":0.0001241761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002227438,"about_ca_topic_score_gemma":0.0002191885,"domain_scores_codex":[0.9972739,0.00007866641,0.0007750679,0.0004079085,0.0005085682,0.0009558717],"domain_scores_gemma":[0.9989157,0.00001304402,0.0001878651,0.0003199488,0.0001385067,0.0004249444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002487293,0.0001745212,0.8117098,0.0003064938,0.00001719079,0.000006385069,0.005696743,5.58285e-7,0.000002833531,0.00003252198,0.1775612,0.004466939],"study_design_scores_gemma":[0.001151051,0.0003304639,0.9599715,0.000009716743,0.0002021078,0.00001438762,0.003151289,0.000003307422,0.000011322,0.000009875218,0.03469948,0.0004454618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6919533,0.2867436,0.000006461044,0.001451611,0.004650877,0.0003958002,0.0001194201,0.0001486781,0.01453022],"genre_scores_gemma":[0.9231965,0.07014233,0.0001878342,0.0002057799,0.004759489,0.00004469346,0.0004139246,0.00004663055,0.001002824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312432,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915095040979978,"score_gpt":0.3261538296500269,"score_spread":0.3070028792402271,"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."}}