{"id":"W4384568641","doi":"10.2196/48758","title":"Digital Training Program for Line Managers (Managing Minds at Work): Protocol for a Feasibility Pilot Cluster Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Intervention (counseling); Applied psychology; Randomized controlled trial; Cluster randomised controlled trial; Line management; Psychology; Anxiety; Work (physics); Medical education; Nursing; Medicine; Psychiatry; Engineering; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02255667,0.004295591,0.008846577,0.00238944,0.003035361,0.003556135,0.003027586,0.005784945,0.08342819],"category_scores_gemma":[0.01778785,0.003068191,0.003710962,0.002631611,0.003060185,0.003213821,0.002001324,0.006060356,0.01116328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877962,"about_ca_system_score_gemma":0.0141101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677289,"about_ca_topic_score_gemma":0.005519161,"domain_scores_codex":[0.9886045,0.006239445,0.001175564,0.001124664,0.001322141,0.001533575],"domain_scores_gemma":[0.9919008,0.002425859,0.001415926,0.0009631487,0.002071158,0.001223121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8348693,0.04642309,0.001175741,0.02904674,0.002195998,0.0003081575,0.0008839492,0.002112851,0.002473396,0.003761888,0.02232127,0.05442763],"study_design_scores_gemma":[0.9399992,0.03342902,0.002022753,0.002382607,0.0006739926,0.0000394464,0.0002474339,0.001109098,0.0005561839,0.001467736,0.01798649,0.00008605899],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001721521,0.000121526,0.0006671716,0.00008688576,0.0001247863,0.9963006,0.0005767894,0.00005296724,0.0003477379],"genre_scores_gemma":[0.001452068,0.00005618827,0.001102912,0.00007344256,0.00001733321,0.9970527,0.00004810945,0.000002361807,0.0001948186],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08342819,"threshold_uncertainty_score":0.2790951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4083771357911138,"score_gpt":0.6334470382300057,"score_spread":0.2250699024388919,"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."}}