{"id":"W283614240","doi":"10.1177/070674371405901s07","title":"Stigma in Canada: Results from a Rapid Response Survey","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; Queen's University","funders":"Health Canada; Mental Health Commission","keywords":"Mental health; Stigma (botany); Mental illness; Psychology; Psychiatry; Population; Public health; Descriptive statistics; Depression (economics); Medicine; Clinical psychology; Environmental health; Nursing","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":[0.00358302,0.0003787157,0.0004704691,0.002679294,0.002851635,0.001358318,0.0009639174,0.0005966657,0.003075686],"category_scores_gemma":[0.009387804,0.0004043213,0.0008558824,0.007036357,0.0005287583,0.0005127902,0.001610502,0.000879727,0.0007492326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03149077,"about_ca_system_score_gemma":0.05287467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992045,"about_ca_topic_score_gemma":0.989994,"domain_scores_codex":[0.9954792,0.0006496559,0.0003063134,0.000286363,0.002314212,0.0009642097],"domain_scores_gemma":[0.9887027,0.0006804737,0.001406355,0.0002390946,0.007348882,0.001622573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332421,0.0001891394,0.9611246,0.0002293127,0.00007192958,0.0001174248,0.003199792,0.0001986594,0.0002301468,0.000147969,0.01653234,0.01782549],"study_design_scores_gemma":[0.00001621818,0.00003628163,0.9925014,0.00005113136,0.00000903808,0.00002435374,0.002448254,0.0001505183,0.00004683739,0.00001455138,0.004685193,0.00001623443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932238,0.001031301,0.0004922582,0.003165389,0.0000751394,0.001426258,0.08817016,0.00008606013,0.01232958],"genre_scores_gemma":[0.9503949,0.001873987,0.001867512,0.001951015,0.00003941408,0.0010666,0.03611544,0.00004250849,0.006648709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03149077,"threshold_uncertainty_score":0.2284826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03547482647545745,"score_gpt":0.3015317718580973,"score_spread":0.2660569453826398,"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."}}