{"id":"W2809518121","doi":"10.1016/j.cct.2018.06.009","title":"Study protocol: Mobilizing Asian men in Canada to reduce stigma of mental illness","year":2018,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Calgary; Toronto Western Hospital; Wellesley Institute; Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Mental illness; Stigma (botany); Mental health; Medicine; Empowerment; Population; Gerontology; Psychiatry; Clinical psychology; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009134609,0.0002443821,0.001412285,0.0001184219,0.000120429,0.0000177726,0.0004497609,0.0001217491,0.00101879],"category_scores_gemma":[0.000995352,0.0001926391,0.0001365114,0.0003573394,0.0001055349,0.0001207088,0.0001494691,0.0002128313,0.0000764125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287459,"about_ca_system_score_gemma":0.0009330146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5535808,"about_ca_topic_score_gemma":0.3401455,"domain_scores_codex":[0.9910203,0.004090406,0.003491828,0.0006690509,0.0003482189,0.0003801839],"domain_scores_gemma":[0.9964776,0.00168639,0.0008143425,0.0006027884,0.000074464,0.0003444321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01339349,0.004344528,0.712662,0.00006553561,0.0003003649,0.0002097972,0.003669512,1.732202e-7,0.00007636357,0.000114751,0.07030686,0.1948566],"study_design_scores_gemma":[0.05985991,0.01096801,0.8368019,0.0005734181,0.00007161035,0.00000529734,0.04017438,0.000008635856,0.002541875,0.000308454,0.04782429,0.0008621695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8091713,0.00004074281,0.000001881107,0.0008776551,0.002030795,0.1536183,0.00005897288,0.00002385762,0.03417641],"genre_scores_gemma":[0.9452611,9.063246e-7,0.00003980875,0.0003888627,0.0005190831,0.05303568,0.00001055218,0.00002554533,0.0007184132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134353,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4468622684834291,"score_gpt":0.5858290796302901,"score_spread":0.1389668111468609,"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."}}