{"id":"W4387965517","doi":"10.1093/pch/pxad032","title":"Promoting optimal mental health outcomes for children and youth","year":2023,"lang":"en","type":"review","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Mental health; Multidisciplinary approach; Psychological intervention; Government (linguistics); Remuneration; Medicine; Nursing; Medical education; Psychology; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005940526,0.001292049,0.005377705,0.0009258817,0.005414811,0.00006225271,0.0006616103,0.0008429637,0.00002002115],"category_scores_gemma":[0.0005313178,0.00105389,0.0009165673,0.001141072,0.00008932195,0.0001448436,0.0006671349,0.003592906,0.0002132743],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493816,"about_ca_system_score_gemma":0.006576075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024707,"about_ca_topic_score_gemma":0.0002885907,"domain_scores_codex":[0.9882514,0.001768297,0.004161042,0.001765529,0.0007613698,0.003292302],"domain_scores_gemma":[0.9921857,0.001204518,0.003895057,0.0008720805,0.0001195738,0.001723074],"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":[0.00002242565,0.0003002926,0.005362428,0.1390174,0.0002809032,0.000001035907,0.02606305,3.067622e-7,6.343591e-10,0.001009487,0.03689503,0.7910476],"study_design_scores_gemma":[0.004324295,0.0007901335,0.01036833,0.06321757,0.0005909546,0.00003204247,0.00236484,0.00002484342,3.423239e-9,0.00009709144,0.9164265,0.001763405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008442507,0.9518702,0.00005545558,0.01183605,0.002559939,0.02022741,0.01256225,0.0007453939,0.00005884079],"genre_scores_gemma":[0.00002614216,0.9768781,0.0008007263,0.007099784,0.004770888,0.0001638604,0.009440372,0.0004799553,0.000340153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8795314,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09038688100351891,"score_gpt":0.4366371120181178,"score_spread":0.346250231014599,"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."}}