{"id":"W4361947619","doi":"10.1158/1078-0432.c.6526697","title":"Data from Vulvar Squamous Cell Carcinoma (VSCC) as Two Diseases: HPV Status Identifies Distinct Mutational Profiles Including Oncogenic Fibroblast Growth Factor Receptor 3","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CDKN2A; PTEN; HRAS; Cancer research; Medicine; Oncology; Biology; Internal medicine; Cancer; KRAS; Genetics; Apoptosis; PI3K/AKT/mTOR pathway; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355666,0.0001970954,0.0002812671,0.001651887,0.000452957,0.0005115996,0.0002628228,0.000338758,0.003725473],"category_scores_gemma":[0.00214332,0.0001628458,0.0003201899,0.001771724,0.0003366277,0.0003174198,0.0004191775,0.00022314,0.0005201327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481607,"about_ca_system_score_gemma":0.000709236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009881609,"about_ca_topic_score_gemma":0.01873733,"domain_scores_codex":[0.9994412,0.000071715,0.0001275893,0.0001155531,0.0001663891,0.00007748415],"domain_scores_gemma":[0.998226,0.0004334539,0.0004778073,0.0002449487,0.0003900677,0.0002277834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000674178,0.00002855082,0.9882577,0.00009527529,0.00004989767,0.0007306045,0.0001180752,0.0001326899,0.002716893,0.0000626312,0.001024694,0.006108803],"study_design_scores_gemma":[0.00002301974,0.0001330014,0.9923267,0.000031611,0.0000544463,0.003302567,0.0002641459,0.0001313451,0.001211705,0.00003971383,0.002472112,0.000009571379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9869497,0.0005096533,0.0002181816,0.00006372741,0.00001116785,0.00006307159,0.009775536,0.0000231684,0.002385774],"genre_scores_gemma":[0.9907581,0.0001810866,0.0001553075,0.00004201883,0.00000711649,0.00003585037,0.008459552,0.000006700156,0.0003542982],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.009881609,"threshold_uncertainty_score":0.01964819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215262399415326,"score_gpt":0.3847022986571156,"score_spread":0.263176058715583,"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."}}