{"id":"W3035567699","doi":"10.1093/occmed/kqaa106","title":"Factors associated with unsuccessful return-to-work following work-related upper extremity injury","year":2020,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Psychosocial; Physical therapy; Rehabilitation; Depression (economics); Logistic regression; Workers' compensation; Occupational injury; Occupational safety and health; Population; Odds ratio; Injury prevention; Occupational rehabilitation; Poison control; Physical medicine and rehabilitation; Psychology; Psychiatry; Compensation (psychology); Medical emergency; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009191761,0.0002599194,0.0003577834,0.0006200006,0.000574944,0.000812593,0.0006496444,0.0005022244,0.003039047],"category_scores_gemma":[0.006612583,0.0001810908,0.0003309005,0.0006114466,0.0004621487,0.0003926316,0.0007329688,0.0007406948,0.0003381739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630695,"about_ca_system_score_gemma":0.0006641729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006035092,"about_ca_topic_score_gemma":0.007622039,"domain_scores_codex":[0.9993331,0.0001358573,0.00009566469,0.00006487248,0.0001791403,0.0001913689],"domain_scores_gemma":[0.9960907,0.0005614609,0.00225839,0.0000870867,0.0003821117,0.0006202389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000015407,0.00003721307,0.9990527,0.000006544898,0.000009663872,0.00006083096,0.00006705946,0.00001767149,0.00002251072,0.000003559296,0.00004641553,0.000660339],"study_design_scores_gemma":[0.000001064376,0.0000570106,0.9991915,0.00001508496,0.000006963007,0.0001649161,0.0004315751,0.00006313906,0.00001384457,0.000009374227,0.00004330579,0.000002244476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993823,0.0002012439,0.00003454302,0.00008808765,0.000003390491,0.000008294825,0.00005282097,0.000002205279,0.0002271946],"genre_scores_gemma":[0.9997154,0.00008293014,0.00002545985,0.0000132091,0.000005105839,0.000005750116,0.0000755408,9.7859e-7,0.00007572119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006035092,"threshold_uncertainty_score":0.01199991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800434721494195,"score_gpt":0.3078925734344555,"score_spread":0.2698882262195135,"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."}}