{"id":"W1601120867","doi":"10.3233/wor-2012-01560","title":"Work capacity assessment and return to work: A scoping review","year":2013,"lang":"en","type":"review","venue":"Work","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Psychosocial; Inclusion (mineral); Psychology; Dimension (graph theory); Management science; Applied psychology; Engineering; 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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003470608,0.0008517369,0.003859392,0.0002383442,0.001343569,0.00006036548,0.0005103087,0.001025957,0.001624775],"category_scores_gemma":[0.0005064742,0.0006651012,0.000365773,0.002368197,0.00006692359,0.0001066525,0.0005600806,0.00382134,0.003208747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008044597,"about_ca_system_score_gemma":0.001880918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005297812,"about_ca_topic_score_gemma":0.00002533065,"domain_scores_codex":[0.9916531,0.002659707,0.002351073,0.001056032,0.0005095337,0.001770562],"domain_scores_gemma":[0.9938458,0.002402247,0.001193318,0.001240721,0.0001590569,0.001158905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005406401,0.00001429131,0.001016109,0.2836138,0.00003606255,0.000005850515,0.0001859365,6.978005e-8,1.795949e-9,0.00008054286,0.1028398,0.6122021],"study_design_scores_gemma":[0.00007411365,0.00001342811,0.00008427078,0.500133,0.000204293,0.000001666677,0.00001380626,3.455312e-8,1.989749e-9,0.00002253917,0.4991338,0.0003190589],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001355895,0.9724199,0.0001146384,0.002154381,0.002122522,0.01482958,0.000007447381,0.0002005696,0.00813736],"genre_scores_gemma":[0.000002383386,0.9765431,0.005432077,0.007033506,0.00130803,0.005005298,0.00005641755,0.0001604366,0.004458717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.611883,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655335636238761,"score_gpt":0.5039827072278312,"score_spread":0.3384491436039551,"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."}}