{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000645556,0.0002094916,0.0003220301,0.0006166283,0.0003809551,0.0005305793,0.000229391,0.000301253,0.0006979948],"category_scores_gemma":[0.002134101,0.00009557664,0.0003843293,0.0004902432,0.0002690858,0.0004334864,0.0004846024,0.0002855177,0.0001415208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337782,"about_ca_system_score_gemma":0.0002443998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938558,"about_ca_topic_score_gemma":0.003260256,"domain_scores_codex":[0.9996093,0.00008669165,0.00005488449,0.00006811179,0.0000925846,0.00008839188],"domain_scores_gemma":[0.9983468,0.0001834551,0.0008677215,0.00004980442,0.000184614,0.0003676905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003998265,0.0001332209,0.9913595,0.00005136262,0.0001314044,0.0002974735,0.0001397902,0.00009328914,0.0004511988,0.000009752822,0.00007699912,0.006856106],"study_design_scores_gemma":[0.00001885451,0.0008325252,0.9975258,0.00002380079,0.00008393713,0.0009035895,0.0002078875,0.0001034795,0.0001113032,0.00001374951,0.0001684064,0.000006785528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986061,0.001020212,0.00002802913,0.00001676424,0.000002970797,0.000005402888,0.0001004358,0.00000126428,0.0002187612],"genre_scores_gemma":[0.9996305,0.0001307904,0.00001561662,0.000008858788,0.000005774884,0.000003308561,0.0001502858,3.667914e-7,0.00005463191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001938558,"threshold_uncertainty_score":0.003854573,"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."}}