{"id":"W4413026338","doi":"10.12927/hcq.2025.27635","title":"Introduction - Canadian Youth Mental Health","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Mental health; Best practice; Psychology; Health administration; Nursing; Medicine; Psychiatry; Political science; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001497832,0.000377225,0.0004050921,0.001526134,0.008974921,0.003763381,0.001474196,0.001391932,0.06704367],"category_scores_gemma":[0.003368741,0.0002129901,0.0006874484,0.001936494,0.0008760644,0.0008953694,0.002317882,0.002778905,0.004682669],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06301475,"about_ca_system_score_gemma":0.1772497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906104,"about_ca_topic_score_gemma":0.996808,"domain_scores_codex":[0.997451,0.0001651559,0.00006605321,0.0001419862,0.001007674,0.001167943],"domain_scores_gemma":[0.9948667,0.00009916185,0.0001051131,0.00005946066,0.002610938,0.002258652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003121216,0.00005675277,0.03345783,0.0003419506,0.00002129402,0.0003582639,0.002148449,0.0001086339,0.0001899514,0.02379697,0.869828,0.0696606],"study_design_scores_gemma":[0.00002464674,0.00002411124,0.1070158,0.0009656008,0.00003138389,0.0003323841,0.007537443,0.0001336181,0.0001572539,0.001106875,0.882629,0.0000419101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0415929,0.009337072,0.001106986,0.1581902,0.005368128,0.0006461235,0.03622416,0.0003726148,0.7471618],"genre_scores_gemma":[0.3846967,0.01610698,0.005715218,0.05786835,0.001147184,0.0006495399,0.01639247,0.0003017094,0.5171219],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9369853,"threshold_uncertainty_score":0.4572062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396109139400523,"score_gpt":0.3924975059251583,"score_spread":0.352886591985106,"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."}}