{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162885,0.0001091493,0.0004292078,0.00009783041,0.0003256743,0.000005603196,0.0001239279,0.00007416742,0.00002620388],"category_scores_gemma":[0.000467043,0.00008389837,0.00002264751,0.0001570728,0.00007713271,0.00004009312,0.0001456373,0.001475842,3.980525e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465424,"about_ca_system_score_gemma":0.01206257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5765507,"about_ca_topic_score_gemma":0.6784574,"domain_scores_codex":[0.9978218,0.0004635671,0.0006160624,0.0001703716,0.00045857,0.0004696478],"domain_scores_gemma":[0.9987193,0.0002593108,0.000225639,0.00009512089,0.00003939404,0.0006612387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006156592,0.0000800233,0.8947202,0.0003312117,0.00001652324,0.00001164236,0.005888309,4.766436e-7,0.000005317223,0.0005414788,0.001386469,0.09695676],"study_design_scores_gemma":[0.002732393,0.00006773251,0.9852951,0.001483371,0.00001468099,0.00001501465,0.009662813,0.0003214213,0.000002079162,0.0001789867,0.000127649,0.00009878369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899045,0.00106669,0.0001116994,0.007958326,0.0005173967,0.0002068362,0.00003846317,0.000007937811,0.0001881457],"genre_scores_gemma":[0.9935874,0.0007298762,0.00002876369,0.00521059,0.0004021724,3.552323e-7,0.000008939644,0.000008559471,0.00002328528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019067,"threshold_uncertainty_score":0.9935381,"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."}}