{"id":"W4205489679","doi":"10.1056/nejmicm2112703","title":"Vulvar Squamous-Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"","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":[0.0001021176,0.0001906155,0.000229142,0.000871494,0.0006273115,0.0006602517,0.0002478588,0.0004001487,0.01509053],"category_scores_gemma":[0.0005482007,0.00008433907,0.0002312234,0.0008243089,0.0002086991,0.000246203,0.0003327873,0.0003215169,0.002152291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034732,"about_ca_system_score_gemma":0.000608547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004158678,"about_ca_topic_score_gemma":0.007257856,"domain_scores_codex":[0.9998462,0.00001090044,0.000008695479,0.00002306573,0.00004238231,0.00006868237],"domain_scores_gemma":[0.9999086,0.00001381243,0.00001022894,0.00002083162,0.00002341486,0.00002315505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005619453,0.0002816715,0.4648091,0.0008448251,0.0001859704,0.07733747,0.0006793322,0.0005589995,0.02852287,0.006073792,0.03983472,0.3803094],"study_design_scores_gemma":[0.00005169586,0.0003432562,0.4875078,0.0006885979,0.0002454072,0.1630563,0.001655829,0.0008193121,0.01502218,0.00238524,0.3281883,0.0000360609],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5459858,0.03231261,0.001022988,0.003034139,0.00109746,0.000185768,0.005047877,0.0002871207,0.4110262],"genre_scores_gemma":[0.9550298,0.00742483,0.0002469146,0.0008954282,0.0001838817,0.00001851434,0.001268761,0.00002189346,0.03491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01509053,"threshold_uncertainty_score":0.05048281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056795024938938,"score_gpt":0.3110734969466947,"score_spread":0.2805055466973053,"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."}}