{"id":"W2768067777","doi":"10.1136/bmjopen-2017-016366","title":"Cohort profile: workers’ compensation in a changing Australian labour market: the return to work (RTW) study","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Work & Health","funders":"WorkSafe Victoria; Monash University; Beyond Blue","keywords":"Medicine; Workers' compensation; Cohort; Cohort study; Population; Occupational safety and health; Health care; Demography; Physical therapy; Gerontology; Compensation (psychology); Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.004078387,0.0001201609,0.0002638553,0.0001296293,0.0002990862,0.0002084467,0.0004375732,0.00005844386,0.0004501243],"category_scores_gemma":[0.0007832422,0.0000778781,0.00004666699,0.000343617,0.00004804914,0.0001461788,0.0003004741,0.0001810483,0.00008990402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000835324,"about_ca_system_score_gemma":0.00006932842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006792527,"about_ca_topic_score_gemma":0.0005150326,"domain_scores_codex":[0.9986264,0.0002606865,0.0002823478,0.0002766933,0.0003062028,0.0002477134],"domain_scores_gemma":[0.9986815,0.00009130618,0.0001428822,0.0009208198,0.00007205977,0.00009140046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004875344,0.0001448407,0.9857572,0.0001018417,0.00003928953,0.0000120766,0.003810748,0.000003048868,0.00009085762,0.00005686323,0.005801649,0.003694057],"study_design_scores_gemma":[0.001197159,0.0002063461,0.989791,0.0008152201,0.00002008118,0.000001598136,0.00629387,0.00005799942,0.00001268163,0.00003478003,0.001455409,0.0001138656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375489,0.000003239403,0.000009021901,0.01992732,0.0002167969,0.02422472,0.000001845787,0.00001649786,0.01805162],"genre_scores_gemma":[0.9533518,4.809849e-7,0.0005397486,0.0004039265,0.0001650812,0.001783092,0.000007801264,0.00001653377,0.04373156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567994,"threshold_uncertainty_score":0.4928545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06221564160155604,"score_gpt":0.407962925216899,"score_spread":0.345747283615343,"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."}}