{"id":"W2515928891","doi":"10.1007/s10926-016-9664-z","title":"Workplace Interventions to Prevent Disability from Both the Scientific and Practice Perspectives: A Comparison of Scientific Literature, Grey Literature and Stakeholder Observations","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Lethbridge","funders":"Liberty Mutual Research Institute for Safety","keywords":"Psychological intervention; Grey literature; Stakeholder; Psychology; Rehabilitation; Supported employment; Medical education; Systematic review; Work (physics); Health psychology; Presentation (obstetrics); Applied psychology; Public relations; Medicine; Nursing; MEDLINE; Political science; Public health; Engineering","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00746454,0.0001514839,0.000315607,0.0003222958,0.001322575,0.0001922136,0.00022129,0.000130849,0.00008409046],"category_scores_gemma":[0.03279037,0.00008907368,0.0001393375,0.001139837,0.0007398791,0.001470179,0.0001245046,0.0005338819,0.000006664526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739442,"about_ca_system_score_gemma":0.0007530351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488999,"about_ca_topic_score_gemma":0.0001748253,"domain_scores_codex":[0.9948264,0.002023617,0.001379244,0.0003935172,0.001082628,0.0002946406],"domain_scores_gemma":[0.9715323,0.02144791,0.000968365,0.0003745634,0.005412098,0.0002647041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004389196,0.001648519,0.8505839,0.001078765,0.00009215727,0.000001030735,0.1011001,0.00005400561,0.002052472,0.01670293,0.009961813,0.01233509],"study_design_scores_gemma":[0.0007008915,0.0005270651,0.9741282,0.002760391,0.0000428422,0.00000375452,0.01132483,0.00005979918,0.00001021397,0.006880108,0.003472213,0.00008971594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661615,0.003354753,0.002232477,0.02569272,0.0006040274,0.001323929,0.0005687544,0.00000867743,0.00005316261],"genre_scores_gemma":[0.9845477,0.00006300225,0.01448057,0.00008975653,0.0002036117,0.00009174407,0.00007924386,0.00001149583,0.0004328947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235443,"threshold_uncertainty_score":0.9999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2054744477530024,"score_gpt":0.5132580802659723,"score_spread":0.3077836325129699,"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."}}