{"id":"W4414242740","doi":"10.1016/j.otc.2025.08.005","title":"Head and Neck Cancer Screening","year":2025,"lang":"en","type":"review","venue":"Otolaryngologic Clinics of North America","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"Baylor College of Medicine; Cancer Prevention and Research Institute of Texas","keywords":"Head and neck cancer; Asymptomatic; Population; Oral cavity; Task force; Cancer; Human papillomavirus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100504,0.0008920124,0.001514516,0.004903446,0.0002944828,0.0007426437,0.0006197719,0.0006852677,0.009875303],"category_scores_gemma":[0.002494686,0.0003026628,0.0009830826,0.005392053,0.0003383753,0.0007505171,0.0007752,0.0006367499,0.001568705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008637782,"about_ca_system_score_gemma":0.002959333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217381,"about_ca_topic_score_gemma":0.03391932,"domain_scores_codex":[0.9996138,0.0001049928,0.00008582303,0.00007137555,0.00008508858,0.00003899163],"domain_scores_gemma":[0.9993032,0.0003907828,0.0001148637,0.00002059741,0.0001326362,0.00003791986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008820801,0.00004836042,0.002393139,0.056945,0.0004096174,0.0001332864,0.00005864494,0.00008279195,0.000358538,0.0005360735,0.05389075,0.8850555],"study_design_scores_gemma":[0.0001380387,0.0002084242,0.03218291,0.142909,0.005853896,0.001916314,0.0004111887,0.00008888349,0.0004744639,0.0008912571,0.8148805,0.00004495084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000146931,0.9981552,0.00002593706,0.0001930417,0.000193641,0.00001119651,0.0001335524,0.000004348355,0.001136112],"genre_scores_gemma":[0.001279408,0.9975767,0.00007900274,0.0003640273,0.0001154149,0.0000135856,0.0001571604,9.181887e-7,0.0004138307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01217381,"threshold_uncertainty_score":0.03303617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512203992984896,"score_gpt":0.4130520488289875,"score_spread":0.3379300088991385,"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."}}