{"id":"W2033005790","doi":"10.1093/occmed/kqu213","title":"Ageing workers with work-related musculoskeletal injuries","year":2015,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rehabilitation; Medicine; Disadvantaged; Psychological intervention; Physical therapy; Occupational safety and health; Workers' compensation; Injury prevention; Gerontology; Human factors and ergonomics; Poison control; Psychology; Compensation (psychology); Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001711885,0.0001957008,0.0003231292,0.000255723,0.0006057095,0.000004520268,0.0001841543,0.0001837835,0.001760814],"category_scores_gemma":[0.001639374,0.0001309687,0.00003568645,0.0009782107,0.0003285024,0.0001916418,0.00006892322,0.0008123993,0.0008975266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912834,"about_ca_system_score_gemma":0.001746253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005831813,"about_ca_topic_score_gemma":0.0001415966,"domain_scores_codex":[0.9966404,0.0004659423,0.0006667473,0.0003171027,0.001276388,0.0006333725],"domain_scores_gemma":[0.9965637,0.00142882,0.000218948,0.0002826048,0.0008271328,0.0006787386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00220341,0.00004092358,0.9493073,0.0001133695,0.00003920633,0.00002093795,0.001250842,0.00007014225,0.000005376139,0.003279,0.03482364,0.008845796],"study_design_scores_gemma":[0.003047293,0.0005439441,0.9789418,0.0006453325,0.00002192796,0.000002565492,0.001355561,0.00006301929,9.11578e-7,0.001131073,0.01408745,0.0001591413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173993,0.0004131334,0.0004851234,0.01452951,0.001172058,0.001278402,0.00002025022,0.0001804884,0.06452167],"genre_scores_gemma":[0.9915567,0.0000157367,0.001078009,0.0009847831,0.0009373609,0.0002711616,0.0004011066,0.00003289458,0.004722244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07415733,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003119315622558,"score_gpt":0.4787556840589342,"score_spread":0.3784437524966784,"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."}}