{"id":"W23697288","doi":"10.1177/070674371405901s08","title":"When Could a Stigma Program to Address Mental Illness in the Workplace Break Even?","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Institute for Work & Health; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Health Canada; Institut pour la Recherche en Santé Publique; Mental Health Commission","keywords":"Stigma (botany); Mental health; Value (mathematics); Psychology; Actuarial science; Medicine; Business; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.004487797,0.0005569461,0.0006202006,0.0004651215,0.0007009205,0.001776157,0.001251376,0.002526951,0.01207074],"category_scores_gemma":[0.01918448,0.0003541309,0.001354443,0.0002525513,0.0007802321,0.00277496,0.001599081,0.001914565,0.0004300636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003187169,"about_ca_system_score_gemma":0.004249822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695029,"about_ca_topic_score_gemma":0.005295529,"domain_scores_codex":[0.9966258,0.001863868,0.00007368965,0.0001687797,0.0003127869,0.0009551592],"domain_scores_gemma":[0.9934661,0.004178595,0.001029503,0.0001978977,0.0003207519,0.0008072189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01208943,0.01113368,0.06202799,0.004302353,0.001139144,0.002051775,0.001626216,0.5080698,0.01147945,0.1610174,0.01207973,0.2129829],"study_design_scores_gemma":[0.008211489,0.0381201,0.1501857,0.004053465,0.001923537,0.001468848,0.01316519,0.4812281,0.01119247,0.2438557,0.04613879,0.0004565846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016829,0.001016817,0.03651422,0.01582136,0.0002377272,0.003612588,0.001290301,0.0001295571,0.0396945],"genre_scores_gemma":[0.991124,0.0002337962,0.005317121,0.0007120042,0.00002953236,0.0008581115,0.00007685855,0.000009241299,0.001639324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01207074,"threshold_uncertainty_score":0.04038066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145915879522396,"score_gpt":0.3565404952235035,"score_spread":0.3350813364282795,"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."}}