{"id":"W3010163842","doi":"10.1111/camh.12371","title":"Longitudinal examination of youth readmission to mental health inpatient units","year":2020,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Université de Moncton; York University; University of British Columbia; BC Centre for Disease Control; Memorial University of Newfoundland; University of New Brunswick","funders":"Canadian Institutes of Health Research; University of New Brunswick","keywords":"Medicine; Mental health; Socioeconomic status; Referral; Cohort; Inpatient care; Proportional hazards model; Psychiatry; Health care; Family medicine; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00102429,0.0002081981,0.0002205435,0.001098112,0.000836814,0.0005635797,0.0005551417,0.0002660088,0.001074257],"category_scores_gemma":[0.002886078,0.0002170658,0.0004859234,0.00106229,0.0001955212,0.000268238,0.0005822562,0.0007083502,0.0001801577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889503,"about_ca_system_score_gemma":0.00399584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5341285,"about_ca_topic_score_gemma":0.670826,"domain_scores_codex":[0.9994113,0.000109014,0.00006110321,0.00007018129,0.0001732517,0.0001750869],"domain_scores_gemma":[0.9977127,0.0001019308,0.0008616024,0.00007773929,0.0008369326,0.000409018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006437523,0.000007415355,0.9994,0.000002459371,0.000009909289,0.00001135626,0.00004547418,0.00001100344,0.00001286413,0.000005116177,0.0001031224,0.0003847511],"study_design_scores_gemma":[6.332374e-7,0.00001058704,0.9997049,0.000004769656,0.000003773551,0.00002116707,0.0001279446,0.00003559696,0.000008349965,0.000001862222,0.00007952074,8.068531e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937162,0.0002841092,0.0001115034,0.0001585015,0.00001112068,0.00005056172,0.004639028,0.00001122418,0.001017851],"genre_scores_gemma":[0.9959688,0.0002312953,0.0001969618,0.00003741364,0.000005134183,0.00004096376,0.003154015,0.000002267898,0.0003631653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5341285,"threshold_uncertainty_score":0.9372302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111223595614197,"score_gpt":0.3846104181651077,"score_spread":0.2733868225509107,"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."}}