{"id":"W4241410254","doi":"10.1002/0471463736.tnmp31","title":"Vulvar Cancer","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Vulvar cancer; Vulva; Medicine; Disease; Malignancy; Concomitant; Life expectancy; Cancer; Population; Stage (stratigraphy); Presentation (obstetrics); Gynecology; Dermatology; Surgery; Pathology; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004276154,0.0001785801,0.000399219,0.000154879,0.00001500727,0.000006569132,0.00009289449,0.0002464894,0.7013584],"category_scores_gemma":[0.00004851296,0.0001401398,0.00009062001,0.0001859785,0.00006126664,0.00000572266,0.00003242466,0.0004266207,0.0007518603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009539801,"about_ca_system_score_gemma":0.0003316472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008809792,"about_ca_topic_score_gemma":0.00201439,"domain_scores_codex":[0.9989364,0.00001838962,0.0001304768,0.0002709806,0.0003584785,0.0002852718],"domain_scores_gemma":[0.9993128,0.00001611177,0.00004299349,0.0003554859,0.00006520269,0.0002073703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004144868,0.0001366562,0.0002037108,0.0002901841,0.00008234387,0.00004291214,0.000005860965,5.431944e-8,0.00001002344,0.00003984822,0.9532356,0.04591131],"study_design_scores_gemma":[0.000855691,0.00008215685,0.001801063,0.0001339521,0.00007624677,0.000008561388,0.00000551903,0.000007485491,0.00001720302,0.00001685312,0.9968546,0.0001406858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009949194,0.008474687,0.00000910761,0.001003207,0.0002544759,0.0003095728,0.002206937,0.0001333418,0.9875987],"genre_scores_gemma":[0.00004160288,0.003597088,0.0004942936,0.001983203,0.002194998,0.00003850351,0.0009909611,0.0003930847,0.9902663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7006065,"threshold_uncertainty_score":0.9663893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492369447012768,"score_gpt":0.4119784113083432,"score_spread":0.3627414666070664,"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."}}