{"id":"W3139027944","doi":"10.1097/md.0000000000023794","title":"Long-term functional outcomes of diffuse pigmented villonodular synovitis of knee","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pigmented villonodular synovitis; Synovectomy; Osteoarthritis; Knee Joint; Surgery; Retrospective cohort study; Single Center; Synovitis; Internal medicine; Arthritis; Rheumatoid arthritis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001000599,0.0001725352,0.0007069282,0.0001073433,0.00003115032,0.000001648285,0.00004500372,0.00006691814,0.003873849],"category_scores_gemma":[0.0001756915,0.000118597,0.0001789455,0.000233345,0.0001957653,0.00004241859,0.00005501416,0.0000918833,0.00001236599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004589792,"about_ca_system_score_gemma":0.00007084733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002452053,"about_ca_topic_score_gemma":0.00002883962,"domain_scores_codex":[0.9985343,0.00003298707,0.0005056727,0.0002169639,0.0005156,0.0001944348],"domain_scores_gemma":[0.9990203,0.00008750146,0.0001539615,0.0003696005,0.0002265731,0.0001420212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001547501,0.0009635152,0.9782368,0.000591602,0.0007937112,0.0003177566,0.0001256412,7.101545e-7,0.01135934,0.000647054,0.0005371193,0.006271975],"study_design_scores_gemma":[0.007331784,0.0006714662,0.9837461,0.0004169662,0.0004463014,0.0001060867,0.0001194034,0.000005806806,0.006406543,0.0000537853,0.0006111902,0.00008459947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922726,0.001194546,0.0002994137,0.00226361,0.000414809,0.0002149497,0.00002882236,0.00002448846,0.003286815],"genre_scores_gemma":[0.9946539,0.000138066,0.0001124988,0.0003832977,0.0001484681,0.00001242045,0.0003178319,0.0000185049,0.004214989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007177034,"threshold_uncertainty_score":0.9970368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920187325537956,"score_gpt":0.2730467406127972,"score_spread":0.2538448673574176,"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."}}