{"id":"W2057300416","doi":"10.1097/01.aog.0000210268.57527.a1","title":"Trends in the Incidence of Invasive and In Situ Vulvar Carcinoma","year":2006,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":463,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Vulvar cancer; Medicine; Vulvar Carcinoma; Incidence (geometry); Carcinoma in situ; Epidemiology; Carcinoma; Cancer; Gynecology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001230716,0.00006746595,0.000228407,0.0003802657,0.00001575931,0.000004130012,0.00004149207,0.00007389249,0.00002616662],"category_scores_gemma":[0.001099271,0.00004401967,0.00001947462,0.0009755357,0.00006706547,0.00002310865,0.00003090105,0.000095981,7.637112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004798031,"about_ca_system_score_gemma":0.00002751425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008295401,"about_ca_topic_score_gemma":0.003042742,"domain_scores_codex":[0.9994104,0.0000472676,0.0001840816,0.0001377328,0.00008850803,0.0001320149],"domain_scores_gemma":[0.9967605,0.003052816,0.00004673192,0.00008833059,0.00002396164,0.00002761945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004171896,0.0001525952,0.9720442,0.00002814795,0.000004951011,0.0002167015,0.0001990772,0.000001100239,0.0004322923,0.0005169619,0.00003987264,0.02632243],"study_design_scores_gemma":[0.00296106,0.0004380272,0.994769,0.00000881399,0.00002283978,0.00001890655,0.0001357799,0.000008052529,0.0004228735,0.0006939327,0.0004807932,0.00003994026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896725,0.004529316,6.176642e-7,0.0004187507,0.00008051372,0.0001058443,0.000003218313,0.000001983462,0.00518729],"genre_scores_gemma":[0.9991713,0.000361973,0.00004250651,0.0002515822,0.00001681818,0.00001250466,0.000008302389,0.000003186287,0.0001318116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02628249,"threshold_uncertainty_score":0.179507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978017254295307,"score_gpt":0.2693091994142872,"score_spread":0.2495290268713341,"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."}}