{"id":"W3148033168","doi":"10.14740/jmc1656e","title":"Pigmented Villonodular Synovitis for Combined Therapy","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pigmented villonodular synovitis; Celecoxib; Radiation therapy; Synovectomy; Synovitis; Surgery; Pharmacotherapy; Internal medicine; Arthritis; Rheumatoid arthritis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006495598,0.0001234883,0.0004439628,0.00007804228,0.00006173558,0.00001482898,0.0001128666,0.0001085677,0.0009397395],"category_scores_gemma":[0.001082407,0.00007651777,0.0003114415,0.00007113625,0.00007355206,0.00006268362,0.00001910311,0.0001654685,0.000006738695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004398587,"about_ca_system_score_gemma":0.0001208987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005873625,"about_ca_topic_score_gemma":0.000004883464,"domain_scores_codex":[0.9982989,0.00005584988,0.0004681122,0.00009543101,0.0008768538,0.000204827],"domain_scores_gemma":[0.9986755,0.0003796883,0.0002050559,0.0001242133,0.0001846575,0.00043085],"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":[0.01051775,0.006030655,0.04453846,0.0009747235,0.002931319,0.005913122,0.0003296691,0.000004019195,0.001859936,0.009551794,0.07823784,0.8391107],"study_design_scores_gemma":[0.06453601,0.04533627,0.04095812,0.001724718,0.0007234638,0.0138045,0.0004059176,0.0008860806,0.006333588,0.002123439,0.8226578,0.0005100551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985342,0.0008921944,0.002068463,0.01034299,0.000539445,0.0002601061,0.00000868634,0.00001590098,0.0005302364],"genre_scores_gemma":[0.9956549,0.0005514306,0.000514651,0.002184947,0.0008223497,0.000008445428,0.0000138426,0.00001725881,0.0002321316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8386006,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024597343658331,"score_gpt":0.3125832646144926,"score_spread":0.2879859209561616,"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."}}