{"id":"W2760995009","doi":"10.1007/s10926-017-9719-9","title":"A Prospective Cohort Study of the Impact of Return-to-Work Coordinators in Getting Injured Workers Back on the Job","year":2017,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; Canadian Memorial Chiropractic College; University of Toronto","funders":"Australian Research Council","keywords":"Health psychology; Work (physics); Rehabilitation; Cohort; Prospective cohort study; Cohort study; Medicine; Psychology; Business; Nursing; Physical therapy; Public health; Engineering; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377056,0.0004555384,0.0004469059,0.0008764555,0.001570023,0.001420263,0.0006868221,0.001270687,0.002678001],"category_scores_gemma":[0.003804469,0.0008589014,0.001149224,0.0008734625,0.0004137233,0.001002406,0.001142535,0.001989646,0.0007915217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523007,"about_ca_system_score_gemma":0.001093941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03439976,"about_ca_topic_score_gemma":0.03261251,"domain_scores_codex":[0.9987118,0.0003179034,0.0001117964,0.0002222019,0.0001679563,0.0004683214],"domain_scores_gemma":[0.997234,0.0002841082,0.0007083181,0.0002723813,0.000446884,0.001054329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004728023,0.0006450295,0.9972662,0.000009160119,0.0001083827,0.0001438868,0.0005075655,0.000009317867,0.0001988615,0.000011089,0.00008692719,0.0005409927],"study_design_scores_gemma":[0.00002815632,0.0007381174,0.9969525,0.000009665968,0.00007167354,0.000092954,0.001888851,0.00004217362,0.000032259,0.000008290629,0.000127325,0.000008145875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995626,0.00006453604,0.0000220038,0.00002552704,0.000009732917,0.00001474661,0.0001425757,0.000001151162,0.000157115],"genre_scores_gemma":[0.9990171,0.00008055778,0.00003727468,0.0000565375,0.000009974323,0.00002338354,0.0002171516,0.000002381709,0.0005556062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03439976,"threshold_uncertainty_score":0.06839901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341802131573673,"score_gpt":0.4385423894554157,"score_spread":0.4051243681396789,"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."}}