{"id":"W4408832703","doi":"10.17159/2310-3833/2025/vol55no1a3","title":"Hand Osteoarthritis rehabilitation practices in South Africa: A pilot study","year":2025,"lang":"en","type":"article","venue":"South African Journal of Occupational Therapy","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Rehabilitation; Osteoarthritis; Physical therapy; Physical medicine and rehabilitation; Medicine; Alternative medicine; Pathology","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":[0.001130798,0.0001603226,0.0004022823,0.0007176364,0.0001044165,0.00005001667,0.0001151867,0.00004393019,0.00008200438],"category_scores_gemma":[0.001729645,0.0001234134,0.0001487965,0.0008492316,0.000149823,0.0002297448,0.00001423636,0.0002875213,0.000005078234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009943974,"about_ca_system_score_gemma":0.0004385706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001459955,"about_ca_topic_score_gemma":0.000023373,"domain_scores_codex":[0.9979375,0.0003289931,0.0007818412,0.0002218867,0.0005485513,0.0001812529],"domain_scores_gemma":[0.9977446,0.0005464637,0.0008114185,0.0001880551,0.0006193288,0.00009019873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01398719,0.00331001,0.9083079,0.00007713212,0.0001835781,0.00001952694,0.06314246,0.00009969316,0.001400352,0.0003413451,0.0001189101,0.009011909],"study_design_scores_gemma":[0.009117443,0.01908565,0.9277024,0.0001788986,0.00005239755,0.00000558158,0.04175499,0.00002553022,0.0000152234,0.001252969,0.0006977452,0.0001111947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950304,0.001542884,0.0004162129,0.001119563,0.0002074092,0.0008691577,0.00001092858,0.00001004264,0.0007934067],"genre_scores_gemma":[0.9980981,0.00001416692,0.001498722,0.0001063756,0.0001001644,0.00003990299,0.000005527065,0.00001335026,0.0001236704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02138746,"threshold_uncertainty_score":0.5032654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05839860295097252,"score_gpt":0.3600042985257038,"score_spread":0.3016056955747313,"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."}}