{"id":"W1484897168","doi":"10.1007/bf03403707","title":"Preventing mental disorders in children: a public health priority.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental health; Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood; Anxiety; Psychological intervention; Psychiatry; Medicine; Psychology; Public health; Population; Prevalence of mental disorders; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001128884,0.0003821983,0.0003019302,0.001237982,0.005380863,0.002183704,0.001157035,0.001212646,0.007189321],"category_scores_gemma":[0.003108433,0.0001596228,0.0004335602,0.00199922,0.001706799,0.0008800682,0.001870214,0.002558256,0.0003341323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04380928,"about_ca_system_score_gemma":0.2335103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9730244,"about_ca_topic_score_gemma":0.9896352,"domain_scores_codex":[0.9988635,0.0001004193,0.00003187192,0.00005610034,0.0003959259,0.0005521604],"domain_scores_gemma":[0.995024,0.0002290342,0.0003572048,0.00005218145,0.001711561,0.002626078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000915104,0.0003724365,0.3300353,0.004768458,0.0001107614,0.001016214,0.007366152,0.0006711464,0.001738476,0.01419753,0.2521596,0.3874725],"study_design_scores_gemma":[0.00004082792,0.0001385608,0.6983027,0.006707724,0.0001756529,0.0005785845,0.02812386,0.0003873047,0.0005715744,0.0022838,0.2626278,0.0000615572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2504287,0.09483309,0.001888834,0.5312607,0.00172434,0.0009631127,0.009493931,0.0003203749,0.109087],"genre_scores_gemma":[0.8619728,0.07094733,0.01128692,0.033998,0.0005223646,0.0004057417,0.004904623,0.00004499069,0.01591716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9730244,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388113700367494,"score_gpt":0.2789262783640015,"score_spread":0.2550451413603266,"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."}}