{"id":"W2069916176","doi":"10.1111/j.1469-7610.2008.02015.x","title":"Screening for childhood mental health problems: outcomes and early identification","year":2009,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Mental health; Intervention (counseling); Psychology; Public health; Specialty; Psychiatry; Clinical psychology; Psychological intervention; Medicine; Nursing","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":[0.003150027,0.0003910905,0.0002779576,0.0009665232,0.0004352141,0.0005618039,0.0004680422,0.0003460241,0.0006535863],"category_scores_gemma":[0.008060108,0.0001816464,0.0002506954,0.0006296628,0.0004091121,0.0007933294,0.001228942,0.0007141188,0.00009221479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009432515,"about_ca_system_score_gemma":0.001649879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.027211,"about_ca_topic_score_gemma":0.042796,"domain_scores_codex":[0.9990063,0.0003829724,0.0001087702,0.0001245139,0.000164652,0.0002127452],"domain_scores_gemma":[0.9978101,0.0005086344,0.0008875166,0.00009134439,0.0003008548,0.000401646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005100445,0.0001795929,0.9796793,0.00006120148,0.00001668738,0.00003426766,0.0002747418,0.0001533715,0.00008414603,0.00005353567,0.0002220812,0.01919002],"study_design_scores_gemma":[0.000004923195,0.0001480161,0.998944,0.00004221814,0.00001839889,0.0000491465,0.0002196125,0.0002666394,0.0001668461,0.00003817603,0.00009945664,0.00000261341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9963707,0.0005307262,0.0007353715,0.0002812552,0.000009844211,0.0002029022,0.0004258259,0.00002505204,0.001418387],"genre_scores_gemma":[0.9981949,0.0002139577,0.001139634,0.00002747096,0.00000397111,0.00006974552,0.0002562751,0.000001766797,0.00009239058],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.027211,"threshold_uncertainty_score":0.05410522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743029255249294,"score_gpt":0.3218343545486713,"score_spread":0.3044040619961783,"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."}}