{"id":"W2157235180","doi":"10.1080/13577140310001607293","title":"Synovial Chondromatosis and Chondrosarcoma: A Diagnostic Dilemma","year":2003,"lang":"en","type":"article","venue":"Sarcoma","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Synovial chondromatosis; Chondrosarcoma; Chondromatosis; Medicine; Pathology; Immunohistochemistry; Malignant transformation; Synovial membrane; Arthritis; Internal medicine","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":[0.0001012952,0.0002298181,0.0003555877,0.00008483719,0.0001434506,0.00003655,0.00005428812,0.00009234821,0.0006020623],"category_scores_gemma":[0.000366106,0.0001854798,0.000129262,0.0001774502,0.0001155214,0.0001108751,0.00004390987,0.0001334252,0.0001549113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005655047,"about_ca_system_score_gemma":0.00005439427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164113,"about_ca_topic_score_gemma":0.00002214433,"domain_scores_codex":[0.9986755,0.00005881235,0.0002469449,0.0003214194,0.000247101,0.0004502268],"domain_scores_gemma":[0.999088,0.0001932341,0.00005105036,0.000303503,0.00004041232,0.0003237688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319721,0.001164618,0.9468224,0.0004142668,0.0003851823,0.0009643431,0.0002661895,3.691452e-7,0.001541688,0.03186982,0.002543481,0.01389569],"study_design_scores_gemma":[0.009375859,0.001497621,0.8527109,0.0003013291,0.0004993664,0.003178063,0.0001641731,0.00002562799,0.004093021,0.003712386,0.1237711,0.0006705969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821483,0.001036202,0.00002873464,0.0004290474,0.000231334,0.0004271072,0.00002000635,0.00008854484,0.01559065],"genre_scores_gemma":[0.9972787,0.0001199825,0.00077995,0.0003597337,0.00008772692,0.00006434451,0.00002551616,0.0000330138,0.001251052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212276,"threshold_uncertainty_score":0.7563647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009280112920518375,"score_gpt":0.2391717442140668,"score_spread":0.2298916312935484,"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."}}