{"id":"W1853979750","doi":"10.14740/jocmr2178w","title":"Transformation of Low-Grade Mucinous Neoplasm of the Appendix With Pseudomyxoma Peritonei to High-Grade Sarcomatoid Carcinoma","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Pseudomyxoma peritonei; Medicine; Appendix; Rectus abdominis muscle; Neoplasm; Peritoneal cavity; Carcinoma; Adenocarcinoma; Pathology; Radiology; Surgery; Cancer; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.007023831,0.0002199876,0.001504476,0.0004566197,0.00009725815,0.00001030654,0.0005974494,0.0002058198,0.00008636326],"category_scores_gemma":[0.002390519,0.0001083435,0.0003018743,0.001039762,0.001118732,0.0001543465,0.00009166409,0.001535139,0.00001859202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008721189,"about_ca_system_score_gemma":0.001258473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004653902,"about_ca_topic_score_gemma":0.0000414944,"domain_scores_codex":[0.992685,0.0007109479,0.00251204,0.0002299735,0.003330317,0.0005316737],"domain_scores_gemma":[0.9946224,0.00125582,0.0007616394,0.0004924923,0.001976058,0.0008915905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04495269,0.0101922,0.6165637,0.007450227,0.001735964,0.003134935,0.03595228,0.0002613398,0.1610986,0.01320619,0.05511522,0.05033656],"study_design_scores_gemma":[0.03932748,0.06423044,0.6456111,0.01258003,0.0006723038,0.007966707,0.02142821,0.0004677484,0.185633,0.001858847,0.01969353,0.0005306241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624178,0.0005119448,0.00008478422,0.03427932,0.0005396917,0.000710207,0.000009294488,0.000008087657,0.001438904],"genre_scores_gemma":[0.9972802,0.0001593182,0.0008127425,0.0003479617,0.00117304,0.000006959336,0.000004156125,0.00002869344,0.000186963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05403825,"threshold_uncertainty_score":0.66695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399389911810984,"score_gpt":0.4374583080394725,"score_spread":0.2975193168583741,"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."}}