{"id":"W4378879822","doi":"10.1615/critrevoncog.2023048944","title":"Human Papilloma Virus-Associated Oral Pharyngeal Squamous Cell Carcinoma: Prevalence, Prevention, and Awareness of Vaccination in the Indian Population","year":2023,"lang":"en","type":"review","venue":"Critical Reviews™ in Oncogenesis","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SGS (Canada)","funders":"","keywords":"Medicine; Vaccination; Cancer; Cervical cancer; Head and neck cancer; Population; Disease; Oncology; HPV vaccines; HPV infection; Human papilloma virus; Internal medicine; Immunology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002260036,0.000436283,0.003006701,0.0004282806,0.0001341663,0.00002121709,0.0002317192,0.0003632332,0.00004960354],"category_scores_gemma":[0.002033698,0.0003063002,0.0004139518,0.001277304,0.00008211677,0.0001004142,0.00009798589,0.0004025755,0.00001462419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792852,"about_ca_system_score_gemma":0.0002528335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004968581,"about_ca_topic_score_gemma":0.00151565,"domain_scores_codex":[0.9953482,0.001452386,0.001785113,0.0005657687,0.0004242037,0.0004243715],"domain_scores_gemma":[0.9982194,0.0007791438,0.0003538148,0.0004011222,0.0001363319,0.0001101329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001479278,0.0008205415,0.02664198,0.229344,0.0000340467,0.0001184227,0.0005202484,7.669705e-8,0.000005755133,0.0001526315,0.0003818132,0.7419657],"study_design_scores_gemma":[0.004015801,0.001954597,0.6343327,0.1374574,0.007715495,0.00008265585,0.0003519759,0.00001352201,0.0000250451,0.0006561722,0.2119333,0.001461295],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03615886,0.9608923,0.000001153175,0.00007686034,0.0001451534,0.00244805,0.00007542106,0.00002343854,0.0001787979],"genre_scores_gemma":[0.1399137,0.858815,0.00002205728,0.00005643347,0.00009373594,0.0007058283,0.0001984511,0.00004953179,0.000145298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7405044,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255760549494418,"score_gpt":0.4459953066361174,"score_spread":0.3204192516866756,"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."}}