{"id":"W2049378907","doi":"10.1097/lgt.0b013e3182a82115","title":"Vulvar Carcinosarcoma Secondary to Radiotherapy","year":2014,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Carcinosarcoma; Radiation therapy; Stage (stratigraphy); Malignancy; Pathology; Vulvar Carcinoma; Vulva; Sarcomatoid carcinoma; Carcinoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001733895,0.0005928189,0.0004296348,0.0007569474,0.0005723147,0.0004583188,0.0003574072,0.001053368,0.003259575],"category_scores_gemma":[0.001202474,0.0002946988,0.0004948697,0.0004447173,0.0006033723,0.0003535579,0.0006655719,0.000720126,0.0009835591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459286,"about_ca_system_score_gemma":0.0003774276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005130989,"about_ca_topic_score_gemma":0.0006199542,"domain_scores_codex":[0.9998535,0.00002234304,0.00001671107,0.00002310172,0.0000293366,0.000055072],"domain_scores_gemma":[0.9993508,0.0002038438,0.000191197,0.00009643088,0.00003156446,0.0001260895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002394934,0.00007580982,0.05509732,0.0001345275,0.00003050732,0.9221724,0.0003260114,0.0003875927,0.01212838,0.0003272608,0.0004134496,0.008667213],"study_design_scores_gemma":[0.00003192653,0.000255232,0.02995471,0.00003829339,0.00003202173,0.9639794,0.0001258533,0.0003231195,0.003733619,0.0002267985,0.001289725,0.000009194105],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9913317,0.001289022,0.0009450145,0.0001411902,0.00005369203,0.00003761515,0.00008684463,0.0001251991,0.005989791],"genre_scores_gemma":[0.9985348,0.0003901255,0.0002030378,0.00007615463,0.00004520027,0.000009040951,0.00005692007,0.0000126987,0.0006719965],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003259575,"threshold_uncertainty_score":0.01090437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232751164301006,"score_gpt":0.3454034719810335,"score_spread":0.3030759603380234,"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."}}