{"id":"W2601878594","doi":"10.1200/jco.2012.30.15_suppl.5105","title":"Prognostic significance of high-risk human papilloma virus (HPV), p16, and p53 status in women with vulvar squamous cell carcinoma (VSCC).","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Oncology; Internal medicine; Immunohistochemistry; Tissue microarray; HPV infection; Incidence (geometry); Cancer; Carcinoma; Clinical significance; Cervical cancer; Cancer research","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":[0.000296066,0.0001388859,0.000167956,0.0006262249,0.0002373339,0.0003179301,0.0002158582,0.0004202416,0.001484476],"category_scores_gemma":[0.001456185,0.000151276,0.0001502118,0.0006316111,0.0002790236,0.0002988133,0.0002127699,0.0002028581,0.0002174569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269218,"about_ca_system_score_gemma":0.0002107275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181627,"about_ca_topic_score_gemma":0.002840875,"domain_scores_codex":[0.9998739,0.0000305333,0.00001462631,0.00002832897,0.00002523093,0.0000273277],"domain_scores_gemma":[0.9992138,0.0002472978,0.0002820236,0.00003074331,0.00006266338,0.0001634342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061129,0.000006129288,0.9986209,0.000005741313,0.000007502988,0.0001209387,0.00001455079,0.00002126219,0.0002164427,0.000003077761,0.00003578909,0.0008415263],"study_design_scores_gemma":[0.000004312145,0.00009224188,0.9983585,0.000005315209,0.00001482703,0.001094561,0.00006478573,0.0001280005,0.00009774046,0.000008665615,0.0001297752,0.000001327636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991998,0.0005016932,0.00002003857,0.00002311675,0.000002696313,0.000002860881,0.0001035434,0.000001567675,0.0001445842],"genre_scores_gemma":[0.9996707,0.0001141212,0.00002547503,0.000006734029,0.000004657817,0.000002487109,0.000124196,6.719699e-7,0.00005088512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00181627,"threshold_uncertainty_score":0.00496608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013682241519635,"score_gpt":0.4172816915391889,"score_spread":0.3471448691239926,"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."}}