{"id":"W4407402969","doi":"10.1136/oemed-2024-109745","title":"Opioid use among injured workers: pain and the return-to-work experience","year":2025,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto; Institute for Work & Health","funders":"","keywords":"Medicine; Opioid; Logistic regression; Odds ratio; Workers' compensation; Odds; Occupational injury; Cross-sectional study; Physical therapy; Occupational safety and health; Injury prevention; Accommodation; Poison control; Emergency medicine; Internal medicine; Compensation (psychology); Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005697939,0.0001633282,0.0002028339,0.0004713651,0.0003519905,0.0005289771,0.0003286804,0.0004135648,0.001564642],"category_scores_gemma":[0.001878003,0.0001913288,0.0003267104,0.0005318538,0.0003183608,0.0003633709,0.0004934335,0.0004140371,0.0002276905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229768,"about_ca_system_score_gemma":0.0003624345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02056422,"about_ca_topic_score_gemma":0.02756678,"domain_scores_codex":[0.9996032,0.00010432,0.00004622891,0.00004442366,0.0001093438,0.00009243176],"domain_scores_gemma":[0.9983759,0.0001492257,0.00107247,0.00003710843,0.000161127,0.0002041976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003149229,0.00004875111,0.9989229,0.00001350864,0.00001723603,0.00003146378,0.0001641737,0.00001276149,0.00009505262,0.000002418404,0.00002028092,0.0006399464],"study_design_scores_gemma":[0.000001015064,0.00005834337,0.9994802,0.000007644253,0.000004994451,0.00005565172,0.0003192658,0.0000201753,0.00001417419,0.00000218217,0.00003498694,0.000001373263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994087,0.0002300441,0.00002329502,0.00004156376,0.000002074554,0.00000655354,0.000112375,7.472663e-7,0.0001746765],"genre_scores_gemma":[0.9995198,0.0001409135,0.00003514565,0.00002449594,0.000004910292,0.000006408438,0.0001144915,4.103652e-7,0.0001534663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02056422,"threshold_uncertainty_score":0.04088908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037909450936223,"score_gpt":0.2562386029466083,"score_spread":0.245859508437246,"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."}}