{"id":"W4388588992","doi":"10.1093/neuonc/noad179.0672","title":"PATH-42. UNCOVERING AN ASSOCIATION BETWEEN OLIGODENDROGLIOMA AND THE HUMAN PAPILLOMAVIRUS (HPV) THROUGH MOLECULAR SUBPOPULATION ANALYSIS USING NETRAAI","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"PTEN; Biology; Glioma; Cancer research; HDAC1; Copy-number variation; Gene; Molecular biology; Histone; Genetics; Histone deacetylase; Signal transduction; PI3K/AKT/mTOR pathway","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":[0.0004802771,0.0003965701,0.0004324292,0.0009317895,0.000321722,0.0006681319,0.0002784087,0.0002437501,0.002548094],"category_scores_gemma":[0.0007457401,0.0002028335,0.0007415532,0.0004608018,0.0001359961,0.0001950025,0.0005953696,0.0004577495,0.0009013927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491845,"about_ca_system_score_gemma":0.0003923332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116868,"about_ca_topic_score_gemma":0.002021879,"domain_scores_codex":[0.9996965,0.00003936288,0.00002365915,0.0001502604,0.00004458323,0.00004558947],"domain_scores_gemma":[0.9996793,0.000104581,0.00009192593,0.0000312202,0.00004336777,0.00004962589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001650858,0.0003407857,0.7440429,0.0004634564,0.0009191826,0.000450337,0.0002372428,0.005016,0.1474617,0.0005352144,0.005467451,0.09341484],"study_design_scores_gemma":[0.0001276871,0.001028721,0.8372825,0.00007591063,0.001013719,0.001589446,0.0004143143,0.09592386,0.0407194,0.00236809,0.01937905,0.00007723343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967124,0.001011768,0.008143048,0.0002657495,0.00004719916,0.00007006065,0.02118313,0.0006576335,0.001497545],"genre_scores_gemma":[0.9404376,0.0003333084,0.01559871,0.0001894357,0.000040995,0.000148568,0.04168705,0.00009787174,0.001466473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002548094,"threshold_uncertainty_score":0.008524239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053056462054656,"score_gpt":0.345107811300236,"score_spread":0.3045772466796895,"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."}}