{"id":"W4410085246","doi":"10.2196/72091","title":"Characterization and Evaluation of Department of Veterans Affairs Commission on Accreditation of Rehabilitation Facilities–Accredited Interdisciplinary Pain Rehabilitation Programs: Protocol for a Mixed Methods Program Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterans Affairs; Accreditation; Medicine; Chronic pain; Health care; Rehabilitation; Program evaluation; Staffing; Nursing; Medical education; Physical therapy","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":[0.1098885,0.004310593,0.004586667,0.005990509,0.006790208,0.006972829,0.005089413,0.004161118,0.03827864],"category_scores_gemma":[0.109778,0.002741733,0.007731674,0.006509843,0.003512341,0.004693551,0.005203863,0.006229771,0.007466665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02239611,"about_ca_system_score_gemma":0.07382156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560683,"about_ca_topic_score_gemma":0.02342128,"domain_scores_codex":[0.9182251,0.04990218,0.01263477,0.004993021,0.009877928,0.00436699],"domain_scores_gemma":[0.9009098,0.02039008,0.01415678,0.0079124,0.05219373,0.004437226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1107695,0.06010387,0.0328344,0.09193223,0.00496851,0.001542795,0.0220548,0.01681924,0.007001135,0.03269302,0.1459439,0.4733365],"study_design_scores_gemma":[0.1820317,0.05880981,0.09028978,0.07992119,0.00381276,0.0003745799,0.02196561,0.01446389,0.01598873,0.02139613,0.5097858,0.001160022],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00118879,0.00008296627,0.001991811,0.0001078972,0.00005011475,0.9947329,0.001113256,0.00002907251,0.0007031805],"genre_scores_gemma":[0.0008479063,0.0000442015,0.003443978,0.00005547009,0.000006684632,0.9953272,0.0001689399,0.000003632379,0.0001019007],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1098885,"threshold_uncertainty_score":0.5811527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6978902751691595,"score_gpt":0.7852645064953913,"score_spread":0.08737423132623179,"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."}}