{"id":"W4410821065","doi":"10.1200/jco.2025.43.16_suppl.tps5637","title":"Stratification of vulvar squamous cell carcinoma (VSCC) by HPV and P53 status to guide excision: CCTG VU.2 STRIVE study (NCT06358469).","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; London Health Sciences Centre; Saskatchewan Health Authority; Centre Hospitalier de l’Université de Montréal; Sunnybrook Health Science Centre; BC Cancer Agency; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Déjà vu; Vulvar cancer; Vulvar Carcinoma; Basal cell; Oncology; Vulva; Internal medicine; Dermatology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001003337,0.0004936379,0.001027733,0.000146435,0.0002831595,0.0005737006,0.0005020571,0.0008730444,0.01137198],"category_scores_gemma":[0.001362321,0.0003567687,0.001022154,0.0003969618,0.0002441402,0.000373466,0.0003727825,0.001081844,0.001521848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642896,"about_ca_system_score_gemma":0.001172232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211048,"about_ca_topic_score_gemma":0.008228331,"domain_scores_codex":[0.999649,0.0001685477,0.00001654955,0.00007696318,0.0000307575,0.00005808428],"domain_scores_gemma":[0.9996817,0.00005378034,0.00006104768,0.00004644971,0.00004113153,0.0001159985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7701263,0.006172495,0.09289899,0.002260046,0.003305891,0.0001712541,0.0001820035,0.0007672551,0.005754073,0.0007961929,0.02881859,0.08874697],"study_design_scores_gemma":[0.5029521,0.1256371,0.3291068,0.0009446458,0.006107107,0.000509771,0.0003299211,0.00225575,0.001574648,0.002289521,0.02818725,0.0001054047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567419,0.004716814,0.001280324,0.001086942,0.0005740248,0.005029127,0.02261928,0.0001314671,0.007820172],"genre_scores_gemma":[0.9664007,0.001406384,0.00167386,0.00148027,0.0003079858,0.004058279,0.01685927,0.00005506951,0.007758256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137198,"threshold_uncertainty_score":0.03804302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104519601339703,"score_gpt":0.5167713374099641,"score_spread":0.4063193772759938,"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."}}