{"id":"W4387093055","doi":"10.1371/journal.pone.0283057","title":"Values and preferences related to workplace mental health programs and interventions: An international survey","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"University of Alberta; H. Lundbeck A/S; World Health Organization","keywords":"Mental health; Psychological intervention; Thematic analysis; Promotion (chess); Health promotion; Descriptive statistics; Psychology; Medicine; Qualitative research; Nursing; Applied psychology; Public health; Psychiatry; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00426143,0.0002384951,0.0002654828,0.001355987,0.000601988,0.001086859,0.0003121045,0.0004858493,0.001809262],"category_scores_gemma":[0.007015043,0.0002886521,0.0003801745,0.001300166,0.0005408138,0.001233763,0.001317317,0.0006564592,0.0004513502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132278,"about_ca_system_score_gemma":0.0007575459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298452,"about_ca_topic_score_gemma":0.002195106,"domain_scores_codex":[0.9973956,0.001193531,0.0003087226,0.000191894,0.0005057015,0.0004044902],"domain_scores_gemma":[0.9951987,0.001483865,0.001893132,0.0002318416,0.0006867662,0.0005058239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118041,0.0003056311,0.904475,0.0002582663,0.0000407486,0.0002145285,0.06234124,0.0001024359,0.001009754,0.0001892646,0.001264377,0.02968681],"study_design_scores_gemma":[0.00001307659,0.0004369303,0.8473392,0.0002338389,0.00001731029,0.0003525778,0.1460228,0.0002760051,0.0004102126,0.0001109582,0.004759642,0.00002740767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973733,0.0001417169,0.0002947767,0.0002024221,0.000005648493,0.00007381586,0.0004417126,0.000003669209,0.001462861],"genre_scores_gemma":[0.9980077,0.000361377,0.0005072913,0.0001984709,0.000008326399,0.0001687526,0.0003060396,0.00000430887,0.0004378516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426143,"threshold_uncertainty_score":0.02253687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739609862173792,"score_gpt":0.4377532189618375,"score_spread":0.2637922327444583,"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."}}