{"id":"W4319018643","doi":"10.3390/cancers15030941","title":"One-Stage Synovectomies Result in Improved Short-Term Outcomes Compared to Two-Stage Synovectomies of Diffuse-Type Tenosynovial Giant Cell Tumor (D-TGCT) of the Knee: A Multicenter, Retrospective, Cohort Study","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Stage (stratigraphy); Retrospective cohort study; Term (time); Cohort study; Internal medicine; Radiology; Oncology; Biology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003191241,0.0004353264,0.00140779,0.0003227552,0.0001100597,0.0000256316,0.0003587665,0.00007757813,0.00009865458],"category_scores_gemma":[0.0002647744,0.0003195127,0.0003147636,0.001115976,0.0002360823,0.0001156808,0.0003396424,0.0003117267,0.00001426982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791125,"about_ca_system_score_gemma":0.0003959271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274798,"about_ca_topic_score_gemma":0.007626565,"domain_scores_codex":[0.9968469,0.0001222275,0.001010948,0.0006473291,0.0007384277,0.0006341872],"domain_scores_gemma":[0.9980941,0.0001499983,0.0003559009,0.0009410629,0.0002571085,0.0002018125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00181496,0.0009726474,0.9582122,0.0004682358,0.0006015772,0.00005641957,0.002245054,0.0003335437,0.03502278,0.00003406627,0.0001116084,0.0001269001],"study_design_scores_gemma":[0.00977539,0.001012112,0.9728922,0.0002838586,0.0002917224,0.000001082616,0.003072093,0.0009713434,0.01133126,0.000004055581,0.00007658575,0.0002882531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933965,0.00007271515,0.000002688473,0.0001247507,0.000621756,0.004081952,0.0004792273,0.00009413144,0.00112634],"genre_scores_gemma":[0.9957042,0.00003120591,0.00007928969,0.0001159722,0.00006444994,0.000223006,0.00004142058,0.00006688516,0.003673567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02369151,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744207334904959,"score_gpt":0.3067977980893852,"score_spread":0.2793557247403356,"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."}}