{"id":"W2137778898","doi":"10.1093/occmed/kqt019","title":"Predicting return to work following treatment of chronic pain disorder","year":2013,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Logistic regression; Chronic pain; Descriptive statistics; Physical therapy; Occupational safety and health; Health care; Public health; Nursing; Internal medicine","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":[0.001269895,0.0002375204,0.000310308,0.000650305,0.0005379328,0.0007268365,0.0005679895,0.0005765109,0.003826075],"category_scores_gemma":[0.00888626,0.0001439943,0.0003987158,0.0005403004,0.0003108039,0.0002763344,0.0006437135,0.0009166092,0.0003859026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568703,"about_ca_system_score_gemma":0.0009928775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506204,"about_ca_topic_score_gemma":0.01958399,"domain_scores_codex":[0.9992564,0.000186823,0.00008295051,0.00005821599,0.0002329975,0.0001826395],"domain_scores_gemma":[0.9950426,0.001029548,0.00218516,0.00006629271,0.000699134,0.0009772377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003445562,0.00007196923,0.9978952,0.000009441111,0.000007433098,0.0000270214,0.00004881506,0.00002776339,0.00002388304,0.000002640705,0.00008236274,0.001769078],"study_design_scores_gemma":[0.000003124417,0.0001031186,0.9992049,0.00001317898,0.000007001889,0.0001037686,0.000307483,0.0001745124,0.00001571046,0.000005930735,0.00005950914,0.000001762004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988014,0.0002885819,0.00005559675,0.0001786904,0.000008533,0.00002780101,0.0001124969,0.000004093737,0.0005228677],"genre_scores_gemma":[0.9994331,0.0001586778,0.00009492936,0.00002012661,0.000009065668,0.00001054087,0.0001367804,0.000001035699,0.0001357469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506204,"threshold_uncertainty_score":0.02994871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440403311213061,"score_gpt":0.3028179961273396,"score_spread":0.288413963015209,"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."}}