{"id":"W3003410595","doi":"10.1007/s10926-020-09873-3","title":"Return to Work for Mental Ill-Health: A Scoping Review Exploring the Impact and Role of Return-to-Work Coordinators","year":2020,"lang":"en","type":"review","venue":"Journal of Occupational Rehabilitation","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Workplace Safety and Insurance Board","keywords":"Mental health; Psychological intervention; Health psychology; Rehabilitation; Inclusion (mineral); Psychology; MEDLINE; Nursing; Medicine; Applied psychology; Public health; Psychiatry; Social psychology; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02665048,0.001656847,0.004994693,0.01865401,0.001873063,0.006968361,0.002509462,0.004314563,0.003789993],"category_scores_gemma":[0.1064777,0.001335733,0.007413165,0.01592237,0.001663404,0.004807934,0.002941618,0.00227167,0.0005710263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00654012,"about_ca_system_score_gemma":0.02689138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188616,"about_ca_topic_score_gemma":0.02525294,"domain_scores_codex":[0.9801629,0.007974755,0.00693977,0.0009619158,0.00325785,0.0007029209],"domain_scores_gemma":[0.8912826,0.08829004,0.009282634,0.001006457,0.009322476,0.0008157496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001618112,0.00005937032,0.001545269,0.8610006,0.00271502,0.0002566176,0.002773124,0.0001676765,0.0001346288,0.001049642,0.002897779,0.1272386],"study_design_scores_gemma":[0.00003033648,0.00006999767,0.001647372,0.974554,0.005255649,0.0002002479,0.001358826,0.00004101845,0.00007765679,0.0002732466,0.01647276,0.00001892786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001536248,0.995445,0.0002760961,0.0008031825,0.0002533958,0.0005627545,0.000138537,0.000006604002,0.0009782214],"genre_scores_gemma":[0.01072917,0.9867207,0.000673218,0.0005238602,0.0001139186,0.000944963,0.0001332413,0.000006413371,0.0001544353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02665048,"threshold_uncertainty_score":0.1409429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189222855650688,"score_gpt":0.5052613045986782,"score_spread":0.3863390190336095,"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."}}