{"id":"W3023214321","doi":"10.1093/heapro/daz085","title":"Implications of Canadian youth views for measuring youth mental health from a socio-economic perspective","year":2019,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Community Health and Development","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Community College","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Mental health; Metropolitan area; Context (archaeology); Psychology; Perspective (graphical); Praxis; Sociology; Political science; Medicine; Geography; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01625037,0.0008039304,0.000650296,0.005469996,0.01692387,0.008735436,0.002150987,0.0007425899,0.003280347],"category_scores_gemma":[0.02575532,0.0004740054,0.0007912136,0.0111343,0.00734848,0.002155649,0.004252037,0.002708858,0.0002152587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1243144,"about_ca_system_score_gemma":0.1268555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952879,"about_ca_topic_score_gemma":0.9956233,"domain_scores_codex":[0.9874266,0.00368689,0.0007773683,0.0008251346,0.005115413,0.002168526],"domain_scores_gemma":[0.9838101,0.003316018,0.001217319,0.0004483688,0.008890355,0.002317793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002010717,0.00009189831,0.4365939,0.001118486,0.0001380079,0.0007597281,0.2762131,0.0009023535,0.0009255396,0.117023,0.03540918,0.1306238],"study_design_scores_gemma":[0.00002774732,0.00008338724,0.5220307,0.002820606,0.0002119233,0.0002634244,0.3322455,0.001430855,0.001058543,0.01123833,0.1283757,0.000213278],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5566516,0.02156255,0.01254044,0.1382478,0.001383678,0.0008972742,0.007826685,0.0001882998,0.2607017],"genre_scores_gemma":[0.979619,0.004469444,0.006350706,0.003425397,0.00005513336,0.0003348784,0.000647966,0.00004814416,0.005049313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243144,"threshold_uncertainty_score":0.9019687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765753924340243,"score_gpt":0.4599508225872892,"score_spread":0.1833754301532649,"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."}}