{"id":"W4385850394","doi":"10.1093/infdis/jiad335","title":"Prevalence of Alpha, Beta, and Gamma Human Papillomaviruses in Patients With Head and Neck Cancer and Noncancer Controls and Relation to Behavioral Factors","year":2023,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Genotyping; Medicine; Genotype; Head and neck cancer; HPV infection; Internal medicine; Cancer; Multiplex polymerase chain reaction; Polymerase chain reaction; Incidence (geometry); Head and neck; Oncology; Cervical cancer; Biology; Surgery; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003151312,0.0002737702,0.0002882943,0.001053646,0.0004073797,0.0004974714,0.0002512067,0.0004215843,0.001730784],"category_scores_gemma":[0.001278741,0.0002408874,0.0002279283,0.0006794261,0.0003341996,0.0003595945,0.0002892709,0.0002717413,0.0002005004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794909,"about_ca_system_score_gemma":0.0001800244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00651364,"about_ca_topic_score_gemma":0.004375142,"domain_scores_codex":[0.999666,0.00005602176,0.00003798134,0.0001093893,0.00006700541,0.0000636527],"domain_scores_gemma":[0.9993702,0.0001555677,0.0002221368,0.00003494735,0.0000854941,0.0001315804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002804,0.00002967913,0.9991065,0.000004596147,0.00001682266,0.00003514599,0.00004654716,0.000009009939,0.0001888635,0.000002863818,0.00002256399,0.0004371569],"study_design_scores_gemma":[0.00000661067,0.0001007995,0.9993824,0.000001774554,0.00001211082,0.0002201995,0.0001341188,0.0000365028,0.00005212878,0.000006343182,0.00004541236,0.000001575966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995437,0.0001060782,0.00002025275,0.000009701253,0.00000196374,0.000005147749,0.0001496779,0.000001509692,0.0001619535],"genre_scores_gemma":[0.9996195,0.00005424857,0.00002162049,0.00001134705,0.000004348965,0.000008045947,0.0001943613,7.11563e-7,0.00008589737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00651364,"threshold_uncertainty_score":0.01295149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126831770865931,"score_gpt":0.3206234463587025,"score_spread":0.2993551286500432,"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."}}