{"id":"W2969328213","doi":"10.1136/ijgc-00009577-200409001-00177","title":"177 Conservative Management of Advanced or Recurrent Vulvar Carcinoma","year":2004,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Vulvar Carcinoma; Conservative management; General surgery; Carcinoma; Vulvar cancer; Vulva; Gynecology; Oncology; Dermatology; Surgery; 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":[0.0001543442,0.0003291062,0.0007261508,0.0008377104,0.001008234,0.0003538283,0.0004723035,0.0005810947,0.00420846],"category_scores_gemma":[0.0006328168,0.0001718681,0.0005361036,0.0003857707,0.0003523408,0.0002783415,0.0004166103,0.0008206822,0.0008576907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489881,"about_ca_system_score_gemma":0.0004891085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021426,"about_ca_topic_score_gemma":0.003084997,"domain_scores_codex":[0.9999031,0.00001626828,0.000009689056,0.00001011707,0.00002733546,0.00003353519],"domain_scores_gemma":[0.9998766,0.00003922307,0.00001827007,0.00001307945,0.000008352483,0.00004447214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006943205,0.001878376,0.05431207,0.001667743,0.0004003161,0.167791,0.000591631,0.002906883,0.02942117,0.001676255,0.01362449,0.718787],"study_design_scores_gemma":[0.001754132,0.0212554,0.359833,0.001095889,0.0007231138,0.5023566,0.001053647,0.004116892,0.01590982,0.002646218,0.08911528,0.0001398639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867619,0.05983436,0.003238337,0.002635778,0.001046815,0.0001732195,0.0003849059,0.00024528,0.0456794],"genre_scores_gemma":[0.9758369,0.01107581,0.001997463,0.001162323,0.001508926,0.00007731483,0.0003551673,0.00004544463,0.007940713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00420846,"threshold_uncertainty_score":0.01407868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06535382660670842,"score_gpt":0.409569807707684,"score_spread":0.3442159811009756,"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."}}