{"id":"W4391750010","doi":"10.1177/07067437241226998","title":"The Mental Health of First Nations Children in Manitoba: A Population-Based Retrospective Cohort Study Using Linked Administrative Data: La santé mentale des enfants des Premières Nations au Manitoba : une étude de cohorte rétrospective dans la population, à l’aide de données administratives liées","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations Health and Social Secretariat of Manitoba; University of Manitoba","funders":"Indigenous Services Canada; University of Manitoba","keywords":"Mental health; Medicine; Population; Psychiatry; Relative risk; Demography; Mood; Confidence interval; Cohort study; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001329967,0.0005122653,0.0004054619,0.001506082,0.001697471,0.001141674,0.0009548281,0.0004591391,0.000851723],"category_scores_gemma":[0.002064726,0.0009106094,0.0006355782,0.003298155,0.0006149477,0.0005251004,0.00119447,0.0008826446,0.0002572572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00393227,"about_ca_system_score_gemma":0.005533391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7091385,"about_ca_topic_score_gemma":0.7989112,"domain_scores_codex":[0.999379,0.0001497942,0.00005283168,0.0001150445,0.0001501077,0.0001531777],"domain_scores_gemma":[0.9984659,0.0001438114,0.000508939,0.0002063881,0.0004075043,0.0002674031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001666297,0.00002563944,0.998538,0.00002427873,0.00006244704,0.00006310402,0.0004132271,0.00002075616,0.0001134664,0.0000172594,0.0002098757,0.0004953708],"study_design_scores_gemma":[0.000007776424,0.00002812332,0.9981839,0.0000440667,0.00003725432,0.00009506042,0.001077603,0.00006935964,0.00004444426,0.000008100712,0.0003994159,0.000004812107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942942,0.0003820967,0.0002199228,0.0001071044,0.00001261134,0.0001488637,0.004392266,0.000007050664,0.000435837],"genre_scores_gemma":[0.9922654,0.00114927,0.0008518449,0.0001977254,0.00001480253,0.0003088806,0.004521431,0.000007111503,0.0006835102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908615,"threshold_uncertainty_score":0.5851489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884636720921173,"score_gpt":0.3505671629901094,"score_spread":0.3217207957808976,"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."}}