{"id":"W2404646556","doi":"10.1177/070674371405901105","title":"Changing Perceptions of Mental Health in Canada","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Mental health; Psychology; Perception; Psychiatry","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":[0.005102294,0.0003678556,0.0007831461,0.002833128,0.002315534,0.002541134,0.001531426,0.0004398249,0.002542034],"category_scores_gemma":[0.01658699,0.0003426333,0.001348398,0.008375787,0.001045847,0.0008056989,0.001424154,0.001220747,0.00007234632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08960745,"about_ca_system_score_gemma":0.1198851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975913,"about_ca_topic_score_gemma":0.9975425,"domain_scores_codex":[0.9954771,0.0008135162,0.0003265619,0.0004175245,0.002346989,0.0006183548],"domain_scores_gemma":[0.9891196,0.001400646,0.001796601,0.000210808,0.006214422,0.001257765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006898247,0.0001566143,0.8356176,0.003591798,0.002364866,0.0001661944,0.005234649,0.0008529722,0.0002548964,0.001867648,0.01655545,0.1326475],"study_design_scores_gemma":[0.0001376894,0.000120448,0.9800277,0.002131893,0.001116398,0.00008878407,0.00386518,0.0008427174,0.0001925774,0.0003830093,0.01100327,0.00009032174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7482376,0.180611,0.001316236,0.02840053,0.000595951,0.0003504062,0.02331066,0.0001114203,0.01706625],"genre_scores_gemma":[0.9709195,0.02371471,0.0007615014,0.001892789,0.00004753013,0.00006280323,0.001917156,0.00001240788,0.0006715524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08960745,"threshold_uncertainty_score":0.6501507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582449481980387,"score_gpt":0.3102636702850126,"score_spread":0.2944391754652088,"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."}}