{"id":"W2059500309","doi":"10.5539/cco.v2n2p42","title":"HPV and methylation indicators in paired tumor and saliva in HNSCC","year":2013,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Saliva; Head and neck squamous-cell carcinoma; Methylation; Multiplex ligation-dependent probe amplification; Multiplex; DNA methylation; Cancer; Biology; Cancer research; Medicine; Head and neck cancer; Internal medicine; Gene; Gene expression; Bioinformatics; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00036516,0.000178844,0.0002967773,0.0006123211,0.0002077844,0.0003251322,0.00008793026,0.0002631555,0.001061139],"category_scores_gemma":[0.0009662933,0.0001651259,0.0001499982,0.000364325,0.0002599531,0.0001589225,0.0002988455,0.0001883217,0.0001972828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165762,"about_ca_system_score_gemma":0.0001712187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009721052,"about_ca_topic_score_gemma":0.001287851,"domain_scores_codex":[0.9997545,0.00005363786,0.00002194473,0.00005974772,0.00008420277,0.00002594238],"domain_scores_gemma":[0.9997709,0.00006898974,0.00005909599,0.00001602132,0.00005789348,0.00002696621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187359,0.00006841472,0.8141949,0.0001244785,0.00008534396,0.0003244756,0.0005947739,0.0003045056,0.1638272,0.00006210723,0.0001070151,0.01911939],"study_design_scores_gemma":[0.000008342483,0.0005977499,0.9435562,0.00001618547,0.0001160621,0.001976589,0.0005539368,0.001236663,0.05085388,0.0001562579,0.000915205,0.0000128449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986408,0.000544883,0.0003234291,0.000009562317,0.000003274591,0.000009504341,0.0001251809,0.00001114675,0.0003321689],"genre_scores_gemma":[0.998993,0.0001345592,0.0005031202,0.00001038164,0.000003074272,0.000009349859,0.0001549407,0.000001861634,0.0001897426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061139,"threshold_uncertainty_score":0.003549874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06895334139421362,"score_gpt":0.4373276361933661,"score_spread":0.3683742947991525,"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."}}