{"id":"W4389623660","doi":"10.3390/v15122411","title":"HPV16 Intratypic Variants in Head and Neck Cancers: A North American Perspective","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Single-nucleotide polymorphism; Cervical cancer; Head and neck cancer; Cohort; Biology; Head and neck; Virus; Immune system; Disease; SNP; Oncology; Cancer; Virology; Internal medicine; Medicine; Immunology; Genetics; Gene; Genotype","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007582042,0.0001359216,0.0003209735,0.001360418,0.0005192994,0.0006591414,0.0003332229,0.0004244104,0.001836262],"category_scores_gemma":[0.001016332,0.0001433551,0.0002472416,0.002327084,0.0003587534,0.0006152153,0.0003492313,0.0004825097,0.0002061461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009180768,"about_ca_system_score_gemma":0.001209061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1166664,"about_ca_topic_score_gemma":0.1714349,"domain_scores_codex":[0.9996786,0.0000669443,0.00002517381,0.00009724707,0.00007000157,0.00006211348],"domain_scores_gemma":[0.9989016,0.00022325,0.0001912418,0.00005365982,0.0004347832,0.0001955286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001923037,0.00008387959,0.9123438,0.000328572,0.0001193542,0.0004973682,0.0009375167,0.0001181545,0.001166619,0.001158306,0.00607685,0.07697728],"study_design_scores_gemma":[0.000006030329,0.00005953912,0.9832065,0.0002241886,0.0001123066,0.0009441377,0.001299266,0.0001458248,0.00008980568,0.0002938272,0.0136059,0.00001263826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837147,0.1274805,0.0009195123,0.0127154,0.0005479454,0.00003468267,0.002877507,0.00003045458,0.01824693],"genre_scores_gemma":[0.9362559,0.05945874,0.0004506649,0.001558198,0.000807923,0.0000161014,0.0007107004,0.00001103222,0.0007306766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166664,"threshold_uncertainty_score":0.2319746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250561958123768,"score_gpt":0.3912881265210459,"score_spread":0.3287825069398082,"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."}}