{"id":"W3164377842","doi":"10.1177/07067437211018674","title":"Exploring Mechanisms of Mental Illness Stigma Reduction in Asian Canadian Men","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"Movember Foundation","keywords":"Psychoeducation; Psychological intervention; Mindfulness; Psychology; Acceptance and commitment therapy; Empowerment; Stigma (botany); Clinical psychology; Mental health; Mental illness; Intervention (counseling); Psychiatry","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":[0.001084502,0.0003387858,0.0001740981,0.0005605972,0.002219191,0.001208947,0.0005875939,0.000306615,0.003090838],"category_scores_gemma":[0.001601997,0.0001889588,0.0005204002,0.0005030164,0.00130787,0.0004430839,0.001010593,0.0005463181,0.00007735738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007422318,"about_ca_system_score_gemma":0.01573501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6001688,"about_ca_topic_score_gemma":0.7038705,"domain_scores_codex":[0.9996623,0.00007208644,0.00000919871,0.00003255763,0.0000867179,0.000137194],"domain_scores_gemma":[0.9996181,0.00007226944,0.0001208954,0.0000190327,0.00009712626,0.00007256337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001045563,0.001143429,0.7520337,0.0009979899,0.0003036433,0.000876877,0.07765116,0.00076909,0.008525428,0.01250553,0.002250569,0.1418971],"study_design_scores_gemma":[0.0001439831,0.0003434313,0.9150496,0.0004976283,0.0003053672,0.0003576378,0.06680576,0.001532401,0.003617525,0.002774778,0.00852308,0.00004884901],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887806,0.0017485,0.0002463299,0.001982054,0.0000191648,0.00009298526,0.00008788442,0.000005400481,0.00703712],"genre_scores_gemma":[0.9966718,0.001504468,0.0003748513,0.0002031183,0.000006412063,0.0000290219,0.00004073111,0.000001001316,0.001168558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998312,"threshold_uncertainty_score":0.8043718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05691838031993449,"score_gpt":0.3105197675481282,"score_spread":0.2536013872281937,"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."}}