{"id":"W3090666384","doi":"10.1186/s12889-020-09551-2","title":"Safety and Health through Integrated, Facilitated Teams (SHIFT): stepped-wedge protocol for prospective, mixed-methods evaluation of the Healthy Workplace Participatory Program","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Psychological intervention; Occupational safety and health; Absenteeism; Health care; Public health; Nursing; Coaching; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04430345,0.005357901,0.004714069,0.003360513,0.004943827,0.002353003,0.004801604,0.005465933,0.03628958],"category_scores_gemma":[0.02624835,0.00322992,0.002668581,0.003366491,0.002790965,0.00188365,0.004194652,0.00462267,0.006629048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497483,"about_ca_system_score_gemma":0.0156462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004247027,"about_ca_topic_score_gemma":0.005774292,"domain_scores_codex":[0.9579837,0.02888764,0.004009325,0.003138903,0.003094664,0.002885743],"domain_scores_gemma":[0.9814611,0.00590018,0.002707923,0.003720317,0.004218104,0.001992381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4781356,0.2104816,0.006686935,0.01508546,0.00102528,0.0007127545,0.006438608,0.009176548,0.008417958,0.008161386,0.02707071,0.2286072],"study_design_scores_gemma":[0.6634299,0.2261602,0.02425519,0.003916728,0.0006423002,0.0001544434,0.00316195,0.008751079,0.00908976,0.007724889,0.05232329,0.00039032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004886509,0.00003692213,0.003031444,0.00003874838,0.00005441719,0.9907978,0.0005492743,0.0000664146,0.0005385528],"genre_scores_gemma":[0.002111992,0.00001447569,0.003633771,0.00003222107,0.000005695716,0.9940343,0.00004413449,0.000002948494,0.0001204021],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04430345,"threshold_uncertainty_score":0.2343018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2174976449252098,"score_gpt":0.5336512107674499,"score_spread":0.3161535658422401,"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."}}