{"id":"W2947254928","doi":"10.1186/s12889-019-6976-x","title":"A multi-faceted community intervention is associated with knowledge and standards of workplace mental health: the Superior Mental Wellness @ Work study","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Health Sciences Centre; Lakehead University; Institute for Work & Health","funders":"Canadian Institutes of Health Research; Lakehead University","keywords":"Mental health; Medicine; Psychosocial; Intervention (counseling); Psychological intervention; Workplace health promotion; Biostatistics; Health promotion; Public health; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003093294,0.000464885,0.0007256316,0.000648564,0.001850243,0.0009726181,0.0008349725,0.001288975,0.002476314],"category_scores_gemma":[0.004318414,0.0005977363,0.0009581485,0.0005430125,0.0009714826,0.0005716398,0.002289714,0.001670736,0.0002434196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960397,"about_ca_system_score_gemma":0.006233672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156637,"about_ca_topic_score_gemma":0.03957114,"domain_scores_codex":[0.9977907,0.001043055,0.000102492,0.0002549744,0.0002739932,0.0005347115],"domain_scores_gemma":[0.995931,0.0007017484,0.0005179282,0.0002718724,0.0003314597,0.002246034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.0244689,0.5741289,0.140077,0.001600735,0.001370122,0.0006541595,0.01706924,0.0006877995,0.006997687,0.0005050578,0.004419476,0.2280209],"study_design_scores_gemma":[0.03010631,0.1807619,0.7710383,0.0004619708,0.0007705666,0.0001723336,0.008133863,0.001703505,0.00149964,0.0004589566,0.00476522,0.0001275325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988239,0.00004742641,0.0000775996,0.0001665258,0.00001631664,0.0005654166,0.00003890216,0.000009730799,0.0002542324],"genre_scores_gemma":[0.9962981,0.0001135118,0.001104429,0.0002634144,0.00003113517,0.001521946,0.00009499926,0.000003225682,0.000569225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156637,"threshold_uncertainty_score":0.04288167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06004659824319478,"score_gpt":0.4126874092618426,"score_spread":0.3526408110186477,"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."}}