{"id":"W2121878182","doi":"10.1177/070674370505001011","title":"Perceived Need for Mental Health Treatment in a Nationally Representative Canadian Sample","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Respondent; Mental health; CIDI; Help-seeking; Psychiatry; Clinical psychology; Population; Distress; Suicidal ideation; Psychology; Medicine; Psychosocial; Suicide prevention; National Comorbidity Survey; Poison control; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164839,0.0003145786,0.0003625045,0.001155049,0.002681937,0.001001344,0.0008893467,0.0004157747,0.002001753],"category_scores_gemma":[0.002523219,0.0003137214,0.0004577828,0.002400154,0.0005700554,0.0003622546,0.0007183254,0.0007198523,0.0002559264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129502,"about_ca_system_score_gemma":0.01472069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988176,"about_ca_topic_score_gemma":0.991529,"domain_scores_codex":[0.9987811,0.0001038831,0.00006249496,0.000140594,0.000631358,0.0002805342],"domain_scores_gemma":[0.9988876,0.00006279582,0.0002178334,0.00003662715,0.0005560602,0.0002390842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003654403,0.00006523207,0.9915838,0.0000642396,0.00004769363,0.00007056047,0.001195526,0.00004432792,0.0001263319,0.00006705316,0.001932134,0.004766617],"study_design_scores_gemma":[0.000006445918,0.00002085707,0.9975778,0.0000303044,0.00001598095,0.00005724014,0.001474832,0.00009753279,0.00002457085,0.00001125816,0.0006755448,0.000007570878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910917,0.0005349391,0.0001087205,0.0004490442,0.00001520693,0.0001261836,0.004899208,0.000008165828,0.002766832],"genre_scores_gemma":[0.995813,0.0006439855,0.0003047649,0.00027578,0.000008635824,0.00005472874,0.002183981,0.000003942386,0.0007112058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182401,"threshold_uncertainty_score":0.0819515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057781025055528,"score_gpt":0.3771244767276296,"score_spread":0.3365466664770743,"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."}}