{"id":"W2527979520","doi":"10.4172/plastic-surgery.1000338","title":"Malignant fibrous histiocytoma arising in a paraffinoma of the breast","year":2002,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Pathology","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":[0.00008980377,0.0001121385,0.0003204245,0.0001162115,0.00002953694,0.000006617631,0.00004170052,0.00004586616,0.0002518672],"category_scores_gemma":[0.0006719664,0.00007153043,0.0001452353,0.0002493846,0.00005073365,0.00002438673,0.00002554214,0.00007138621,0.00004086298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008963716,"about_ca_system_score_gemma":0.00003729171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124158,"about_ca_topic_score_gemma":0.00001920725,"domain_scores_codex":[0.9990919,0.00003998704,0.0003003157,0.00016222,0.0001988758,0.0002066489],"domain_scores_gemma":[0.9958117,0.003782186,0.00009199745,0.0002313168,0.00002584058,0.00005696618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005396728,0.00063804,0.98395,0.0000495019,0.00003674648,0.0004774736,0.00007463017,0.00002271653,0.0001384923,0.00003033852,0.002065704,0.01246238],"study_design_scores_gemma":[0.0004786903,0.00002261084,0.9958902,0.0005907823,0.00006708281,0.0009763468,0.00002613966,0.0008553319,0.0007075552,0.000008936549,0.0003035164,0.00007278299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972492,0.001371297,0.000006198637,0.0004039113,0.000588484,0.00009895673,0.00001197179,0.00001829918,0.0002516121],"genre_scores_gemma":[0.9997398,0.00005049172,0.00003892408,0.00004344632,0.00005371145,0.00002190131,0.000003006246,0.00001266682,0.00003610033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123896,"threshold_uncertainty_score":0.2916926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324866673151466,"score_gpt":0.2261236443059777,"score_spread":0.192874977574463,"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."}}