{"id":"W4415582309","doi":"10.1093/eurpub/ckaf161.1978","title":"A review of vocational rehabilitation programs for persons with acquired physical disabilities","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"PsycINFO; Service (business); Rehabilitation; Set (abstract data type); Vocational education; MEDLINE; Service provider; Minimum Data Set","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":[0.01177646,0.00006344512,0.0002279529,0.00007463789,0.0001859972,0.00004431382,0.0002073108,0.000007810664,0.00004010005],"category_scores_gemma":[0.003837673,0.00004858015,0.0001253125,0.0003725499,0.0004443032,0.000222721,0.00001145169,0.00005566144,0.000002008718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637845,"about_ca_system_score_gemma":0.002702474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005048975,"about_ca_topic_score_gemma":0.00005633536,"domain_scores_codex":[0.9965582,0.002275847,0.0005134719,0.0001076372,0.0003380427,0.0002067628],"domain_scores_gemma":[0.9980484,0.0005367796,0.000366761,0.0001271544,0.000731152,0.0001897455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003314303,0.002618335,0.008275476,0.00693081,0.00009008919,1.319982e-7,0.1363678,0.000001565773,0.000004264547,0.1121084,0.08175123,0.6518188],"study_design_scores_gemma":[0.0006052267,0.001449704,0.02070059,0.004188584,0.00002533001,0.000001319113,0.09202654,0.000005717407,9.193846e-7,0.001454047,0.8794474,0.00009458697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1118195,0.004366791,0.01046277,0.84003,0.0006150869,0.001945369,0.00002000595,0.00004412021,0.03069648],"genre_scores_gemma":[0.9899169,0.000532104,0.005655658,0.002594878,0.0003366235,0.00002756007,0.00001433965,0.00001143517,0.0009105587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8780974,"threshold_uncertainty_score":0.4794073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066569209971485,"score_gpt":0.4153523839881725,"score_spread":0.308695462991024,"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."}}