{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000775041,0.000345595,0.0002382151,0.0008919928,0.0005788336,0.0008426071,0.0003792291,0.0005338987,0.1216267],"category_scores_gemma":[0.0004742483,0.00007514501,0.0002518592,0.0008693733,0.000166066,0.0002956294,0.0005492223,0.0003719591,0.02245579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004254591,"about_ca_system_score_gemma":0.0005376044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755289,"about_ca_topic_score_gemma":0.004379496,"domain_scores_codex":[0.999871,0.00001249284,0.000006825888,0.00001836833,0.00004402048,0.00004736754],"domain_scores_gemma":[0.999853,0.00001603088,0.00002253256,0.00001792622,0.00003200159,0.00005851511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001393738,0.0002412567,0.04003182,0.0005730324,0.00002992927,0.008646902,0.0001317213,0.0002405553,0.003171123,0.004113931,0.2342879,0.7083924],"study_design_scores_gemma":[0.00002260023,0.0001199888,0.04682456,0.000516947,0.0000216146,0.04568882,0.0002175954,0.0001368804,0.001278601,0.001587288,0.9035742,0.00001095163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03387786,0.03426211,0.0009359339,0.002920388,0.001114766,0.0001490791,0.003057906,0.0003233101,0.9233586],"genre_scores_gemma":[0.3265758,0.03250216,0.001386143,0.004134963,0.0009350382,0.00008674465,0.004625036,0.000113633,0.6296405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8783733,"threshold_uncertainty_score":0.406882,"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."}}