{"id":"W2956029716","doi":"10.2105/ajph.2019.305187","title":"Population Mental Health in the 21st Century: Aspirations and Experiences","year":2019,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mental health; Population; Environmental health; Psychology; Medicine; Demography; Gerontology; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001845176,0.0001637508,0.0003112484,0.0009151454,0.006808028,0.006960149,0.0004485552,0.001468528,0.003616255],"category_scores_gemma":[0.002929423,0.0001835986,0.0001892536,0.001441125,0.004616796,0.005029452,0.008670643,0.003914344,0.0003103397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063603,"about_ca_system_score_gemma":0.004141468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833257,"about_ca_topic_score_gemma":0.03085734,"domain_scores_codex":[0.9986013,0.00042245,0.00004907523,0.00006069381,0.0002175721,0.000648959],"domain_scores_gemma":[0.9980661,0.0002234576,0.0001906884,0.00003361267,0.0001936823,0.001292416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001805546,0.0004172241,0.1199766,0.000254206,0.00003670023,0.00216448,0.6777098,0.0001204076,0.001175798,0.1050799,0.02383427,0.06905014],"study_design_scores_gemma":[0.00000983363,0.0001202464,0.08238179,0.0002699561,0.00001024736,0.0009897439,0.7663924,0.00009279079,0.0001515705,0.008896837,0.1406345,0.00005008256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85484,0.01002332,0.0001711392,0.0729165,0.0005558452,0.00002750158,0.0001800738,0.0000149104,0.0612707],"genre_scores_gemma":[0.986028,0.005652416,0.00007258147,0.00391845,0.0001774936,0.00001725683,0.0000544664,0.000008918538,0.004070422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01833257,"threshold_uncertainty_score":0.0364517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667414847376418,"score_gpt":0.409448005133032,"score_spread":0.3427065203953902,"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."}}