{"id":"W2137762308","doi":"10.1007/s10926-011-9349-6","title":"Comparing Current Definitions of Return to Work: A Measurement Approach","year":2012,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; McMaster University; Institute for Work & Health","funders":"","keywords":"Predictive validity; Context (archaeology); Construct validity; External validity; Workers' compensation; Rehabilitation; Psychology; Medicine; Physical therapy; Clinical psychology; Compensation (psychology); Psychometrics; 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":[0.002599438,0.0001135335,0.0003355649,0.0004326615,0.00005052068,0.000007783315,0.00006401039,0.00005333287,0.00002926676],"category_scores_gemma":[0.003920345,0.00009046839,0.0002786699,0.000484369,0.00006787055,0.0002609417,0.00001660434,0.0002014725,0.000009057506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400441,"about_ca_system_score_gemma":0.0002095631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002788263,"about_ca_topic_score_gemma":8.146275e-7,"domain_scores_codex":[0.9975018,0.0001755921,0.0008956898,0.0001047172,0.001150221,0.0001720066],"domain_scores_gemma":[0.9969606,0.0004656123,0.0004416202,0.0001540076,0.001740016,0.0002381452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001540139,0.002281082,0.9666582,0.001168094,0.0001006184,1.196676e-7,0.004165615,0.0006526907,0.007745847,0.006705916,0.002256168,0.006725494],"study_design_scores_gemma":[0.0008481749,0.0006772735,0.99563,0.0006375306,0.0000770533,0.000007935712,0.0005859818,0.0001177502,0.0001177447,0.0005272041,0.0006902803,0.00008312654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737923,0.0006475954,0.0230816,0.0007043566,0.0004002749,0.0004870114,0.000003219347,0.000009056258,0.0008745629],"genre_scores_gemma":[0.9385164,0.0000121075,0.06110851,0.00004330534,0.0002680297,0.00002082293,0.00001578006,0.00001053088,0.000004493461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03802691,"threshold_uncertainty_score":0.4693302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1596544397400562,"score_gpt":0.3641489964434177,"score_spread":0.2044945567033615,"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."}}