{"id":"W4414711646","doi":"10.1016/s1470-2045(25)00554-6","title":"AJCC9V classification for HPV-positive oropharyngeal carcinoma – Authors' reply","year":2025,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Carcinoma; Epidermoid carcinoma; MEDLINE; Cancer","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":[0.00470814,0.0007954502,0.001957576,0.001773449,0.003578495,0.00358011,0.001883797,0.04817208,0.007952995],"category_scores_gemma":[0.0330288,0.001166512,0.001394149,0.001462859,0.002910615,0.003433317,0.002503129,0.03638982,0.007390002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004017858,"about_ca_system_score_gemma":0.004673639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00869317,"about_ca_topic_score_gemma":0.01278475,"domain_scores_codex":[0.9957317,0.001240381,0.0007495477,0.0005769915,0.0009647652,0.0007366063],"domain_scores_gemma":[0.9838603,0.009242846,0.001332682,0.00049669,0.002930803,0.002136606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004868243,0.00001150718,0.001058904,0.00004952241,0.00001677751,0.0003882198,0.00009451053,0.00002273693,0.00006209239,0.0005170605,0.9946933,0.00303667],"study_design_scores_gemma":[0.0003229141,0.0001040602,0.005084509,0.0008089464,0.0001379427,0.001818046,0.00111705,0.0003394629,0.0003198516,0.007139652,0.9826447,0.000162875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002868494,0.0009944417,0.00003184527,0.9543397,0.04341968,0.000008871476,0.0001592926,0.00001044569,0.0007487872],"genre_scores_gemma":[0.002195209,0.0005719006,0.00007567168,0.9461263,0.04803933,0.00003862536,0.00009948819,0.00001549065,0.00283796],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04817208,"threshold_uncertainty_score":0.02915174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09648121623464327,"score_gpt":0.3844868367144086,"score_spread":0.2880056204797653,"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."}}