{"id":"W2044405374","doi":"10.12927/hcpap.2011.22410","title":"Intervention Study on Psychosocial Work Factors and Mental Health and Musculoskeletal Outcomes","year":2011,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; The Quebec Population Health Research Network; Centre de Santé et de Services Sociaux de la Vieille-Capitale; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Psychological intervention; Mental health; Intervention (counseling); Population; Medicine; Stressor; Applied psychology; Psychology; Clinical psychology; Nursing; Environmental health; Psychiatry","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":[0.005016659,0.001051599,0.001808596,0.001480395,0.001730833,0.0004956486,0.001088244,0.001491468,0.01092273],"category_scores_gemma":[0.00369439,0.0007737424,0.001307542,0.000856271,0.0009821642,0.0005847358,0.001846556,0.002263532,0.000778758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252204,"about_ca_system_score_gemma":0.007108985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945033,"about_ca_topic_score_gemma":0.003881258,"domain_scores_codex":[0.9968485,0.001669782,0.0002496058,0.0003279587,0.0003831884,0.0005209282],"domain_scores_gemma":[0.9972703,0.001079816,0.0002705525,0.0001427213,0.0003170705,0.0009195439],"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":[0.05142372,0.7688336,0.01366232,0.002990385,0.0005419511,0.0003083166,0.00197215,0.0007864055,0.005331662,0.001132153,0.001520915,0.1514965],"study_design_scores_gemma":[0.1640928,0.7184048,0.1024339,0.0005751303,0.0009744309,0.0001052839,0.001611136,0.001030753,0.003843105,0.0009074496,0.005947548,0.00007364378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210383,0.0006113578,0.002597957,0.0006387912,0.0003372582,0.0704658,0.0005482214,0.00007873235,0.003683492],"genre_scores_gemma":[0.7756146,0.001365727,0.02028138,0.001404315,0.0005059812,0.1930223,0.0007397468,0.0000136922,0.007052365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092273,"threshold_uncertainty_score":0.03654015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07067538889242952,"score_gpt":0.4139792051634737,"score_spread":0.3433038162710442,"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."}}