{"id":"W4382631879","doi":"10.2196/47986","title":"Feasibility of a Career Development Intervention for Veterans in Vocational Rehabilitation: Protocol for a Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Randomized controlled trial; Veterans Affairs; Vocational education; Rehabilitation; Intervention (counseling); Population; Mental health; Protocol (science); Medicine; Psychological intervention; Physical therapy; Psychology; Psychiatry; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04922253,0.006664081,0.009490903,0.004006596,0.005008019,0.005206873,0.004192194,0.007043377,0.05665536],"category_scores_gemma":[0.03861799,0.003926098,0.004490158,0.00415536,0.00491948,0.004266459,0.002595751,0.009433954,0.009293504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006481007,"about_ca_system_score_gemma":0.02108632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003958038,"about_ca_topic_score_gemma":0.006535986,"domain_scores_codex":[0.9691134,0.01927917,0.003247485,0.001962917,0.003683185,0.002713803],"domain_scores_gemma":[0.9815508,0.006498834,0.003200629,0.002393686,0.004047895,0.002308234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8452956,0.06094952,0.001594215,0.01900101,0.002091427,0.0004300435,0.00117861,0.003055229,0.002520016,0.003946312,0.01553772,0.04440029],"study_design_scores_gemma":[0.9372311,0.04289742,0.001937404,0.001427723,0.0004975979,0.00004292691,0.0003061285,0.001442607,0.000753574,0.001758167,0.01161309,0.00009219228],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001173676,0.00005287568,0.0003962103,0.00005966174,0.00008939102,0.9977922,0.0002194788,0.00003595894,0.0001804896],"genre_scores_gemma":[0.001051402,0.00003573509,0.0008167227,0.00004420406,0.00001526995,0.9978828,0.00003264804,0.000001797799,0.0001194357],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05665536,"threshold_uncertainty_score":0.2603167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3654774692400304,"score_gpt":0.5854159138619521,"score_spread":0.2199384446219217,"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."}}