{"id":"W4413505423","doi":"10.64628/aam.vy4jkfgdv","title":"The urgent mental health needs of young people: Lessons for Canada from a global commission","year":2025,"lang":"en","type":"article","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Commission; Mental health; Political science; Economic growth; European commission; Geography; Psychology; Business; Psychiatry; Economics; International trade; European union; Law","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":[0.01099907,0.001321568,0.002037176,0.001968581,0.02276941,0.01675672,0.004472336,0.02281056,0.01561706],"category_scores_gemma":[0.024843,0.001034449,0.002452184,0.003408039,0.01022762,0.007160819,0.01090759,0.03373593,0.0014693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1033389,"about_ca_system_score_gemma":0.5665306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9792035,"about_ca_topic_score_gemma":0.9942274,"domain_scores_codex":[0.9885293,0.001531691,0.0004065543,0.0004020399,0.002559562,0.006570858],"domain_scores_gemma":[0.9249803,0.006719536,0.001066564,0.0005793538,0.01588148,0.05077285],"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":[0.000186284,0.0002993741,0.01123327,0.0009778691,0.0001414544,0.001713861,0.01153789,0.0003207606,0.0003310711,0.01887569,0.8947797,0.05960292],"study_design_scores_gemma":[0.000566016,0.0002337866,0.03868382,0.008412789,0.0004251779,0.0005359949,0.1311053,0.0004284076,0.00033967,0.02354766,0.7952136,0.0005077926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004192719,0.01206982,0.00009848846,0.9705287,0.004801167,0.0000541987,0.0002572784,0.00002811371,0.007969585],"genre_scores_gemma":[0.1127247,0.06658868,0.002270708,0.7791122,0.004996725,0.0002896807,0.0005342529,0.0001491197,0.03333388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1033389,"threshold_uncertainty_score":0.7497794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199033235704035,"score_gpt":0.4068140231815986,"score_spread":0.3748236908245582,"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."}}