{"id":"W4226278610","doi":"10.1177/21650799221076872","title":"Workplace Wellness Program Interest and Barriers Among Workers With Work-Related Permanent Impairments","year":2022,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Workers' compensation; Population; Occupational safety and health; Closure (psychology); Environmental health; Family medicine; Psychology; Compensation (psychology); Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005773088,0.0009095075,0.001292125,0.000464773,0.009155805,0.00006304087,0.0006980913,0.0004636444,0.002452997],"category_scores_gemma":[0.0001390906,0.000835456,0.0001709854,0.002328267,0.0004703487,0.000351288,0.0009402215,0.00561662,0.0001898238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002775111,"about_ca_system_score_gemma":0.002899706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008543563,"about_ca_topic_score_gemma":0.001164574,"domain_scores_codex":[0.9873744,0.004031875,0.002347948,0.001546085,0.001068616,0.003631037],"domain_scores_gemma":[0.9932621,0.001263933,0.001405726,0.00109832,0.0001316026,0.002838345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006816869,0.0003558888,0.8475296,0.001194496,0.0001845706,0.0001537378,0.02195346,0.001393046,4.948461e-7,0.0006503374,0.04337033,0.0763971],"study_design_scores_gemma":[0.01349751,0.002864312,0.4514582,0.00611431,0.0001669962,0.0001533045,0.07698335,0.0007985542,0.000001521576,0.0005073189,0.4452091,0.002245513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184189,0.004802305,0.0001711531,0.04532969,0.003888998,0.01326752,0.00007587553,0.001694692,0.01235081],"genre_scores_gemma":[0.9709031,0.001145327,0.0008333715,0.006752343,0.0002938472,0.003388699,0.0002873767,0.0002819364,0.01611398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4018388,"threshold_uncertainty_score":0.9994096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415981193443109,"score_gpt":0.3272601891948486,"score_spread":0.3131003772604175,"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."}}