{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008219178,0.00008405939,0.0002120751,0.0001886106,0.00003866986,0.00001912216,0.00005138379,0.00002145465,0.0004064518],"category_scores_gemma":[0.0001543083,0.00007059289,0.00002196062,0.001087176,0.000146788,0.0000604212,0.00005423444,0.0001960658,0.0001051603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437511,"about_ca_system_score_gemma":0.0002291168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02250472,"about_ca_topic_score_gemma":0.03748016,"domain_scores_codex":[0.9991426,0.00002739615,0.0001165313,0.0002407172,0.0001910185,0.0002817352],"domain_scores_gemma":[0.999562,0.00006948146,0.00001950989,0.0001386195,0.00006782466,0.0001425181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009515163,0.00007702747,0.9324636,0.00007171126,0.00005232546,0.0002087843,0.002156415,0.0000089236,0.0002934618,0.0004569591,0.0019479,0.06131132],"study_design_scores_gemma":[0.0009843801,0.0003791062,0.9937294,0.00001846038,0.00001020593,0.000005205412,0.00118273,0.0001669357,0.0001017775,0.0001411525,0.003204468,0.0000761943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914684,0.0004309218,0.000002491087,0.001127562,0.00003874589,0.0001978892,0.00002216505,0.00006334004,0.006648466],"genre_scores_gemma":[0.9973444,0.001041225,0.00004159591,0.001216319,0.0001557086,0.00003543414,0.000004351993,0.00001461127,0.0001463347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06126572,"threshold_uncertainty_score":0.9840045,"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."}}