{"id":"W4412709330","doi":"10.15273/dmj.vol50no1.12499","title":"Improving physical health and survival of children and youth in Canada","year":2025,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Physical health; Gerontology; Psychology; Environmental health; Medicine; Psychiatry; Mental 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":[0.0006309942,0.0002527119,0.0003425969,0.0009768081,0.005038312,0.001439004,0.0009533087,0.0004761583,0.003989714],"category_scores_gemma":[0.001416849,0.0002080009,0.0004329151,0.001770918,0.0007528992,0.0003506929,0.001484553,0.001802426,0.0003268543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04788081,"about_ca_system_score_gemma":0.106123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964663,"about_ca_topic_score_gemma":0.9987771,"domain_scores_codex":[0.999071,0.00004139657,0.00002264301,0.00004214442,0.0002215128,0.0006012747],"domain_scores_gemma":[0.9983854,0.00002865708,0.00008101595,0.0000153278,0.0004864199,0.001003122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002177387,0.0003573039,0.7220075,0.0004313637,0.0001212359,0.0009115094,0.004205616,0.0003964475,0.0006159114,0.003986864,0.08322562,0.1835228],"study_design_scores_gemma":[0.00004633796,0.00006956802,0.9624525,0.0004565209,0.00005095922,0.0001823822,0.00399599,0.0002827499,0.0002095698,0.0002934546,0.03193061,0.00002921339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8324147,0.02597849,0.0003909479,0.05628958,0.0006894811,0.0002995092,0.01472248,0.0001639641,0.06905092],"genre_scores_gemma":[0.9705521,0.01235825,0.001097904,0.003827628,0.00008941501,0.0001020014,0.002530547,0.00002760704,0.009414549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04788081,"threshold_uncertainty_score":0.3474013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652004538676775,"score_gpt":0.335616611181869,"score_spread":0.3190965657951013,"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."}}