{"id":"W2411095996","doi":"","title":"Perceived need for mental health care in Canada: Results from the 2012 Canadian Community Health Survey-Mental Health.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Mental health; Medicine; Needs assessment; Population; Distress; Psychology; Family medicine; Gerontology; Psychiatry; Environmental health; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001774034,0.0003082192,0.0005528998,0.0001148041,0.001804677,0.00005946972,0.0005790535,0.00008590125,0.0002070208],"category_scores_gemma":[0.00003893508,0.0002513196,0.00006252527,0.0002578092,0.00006401618,0.0001728999,0.00006872502,0.0005223269,0.00003783654],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092723,"about_ca_system_score_gemma":0.003207583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999873,"about_ca_topic_score_gemma":0.9999959,"domain_scores_codex":[0.9941937,0.002264015,0.0009196239,0.0004360667,0.0002672636,0.001919323],"domain_scores_gemma":[0.9969805,0.0005774177,0.0003794508,0.0006995337,0.00005299797,0.001310093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004152157,0.0001730116,0.1207559,0.00004570142,0.00005806474,0.000001162446,0.02441869,6.628033e-7,7.2765e-8,0.00002237426,0.6497352,0.2043739],"study_design_scores_gemma":[0.003926106,0.0001431105,0.9509928,0.00003176287,0.000002020608,0.000001873871,0.02568578,0.000006792648,5.000834e-7,0.00001359814,0.01902027,0.0001753497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8606183,0.004801928,4.879096e-7,0.09882633,0.002184859,0.01043702,0.0222501,0.00003024821,0.0008507515],"genre_scores_gemma":[0.9536201,0.0001248142,0.00003046219,0.02844204,0.0001176793,0.002992655,0.01402109,0.00004064609,0.0006105629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8302369,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06830490422483734,"score_gpt":0.3260487353890547,"score_spread":0.2577438311642173,"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."}}