{"id":"W7117077043","doi":"10.1016/s1470-2045(25)00535-2","title":"International consensus recommendations and alignment of terminology for the histopathological diagnosis of extranodal extension in head and neck squamous cell carcinoma: an HN-CLEAR initiative","year":2025,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Princess Margaret Cancer Centre; Dalhousie University","funders":"National Health and Medical Research Council","keywords":"Terminology; Head and neck; Concordance; Head and neck cancer; Squamous cell cancer; MEDLINE","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.237805,0.0018426,0.004443426,0.01458433,0.004166876,0.00973593,0.01561208,0.01131106,0.003307804],"category_scores_gemma":[0.228164,0.001989547,0.009777212,0.011838,0.006293295,0.005801074,0.009989874,0.02146728,0.002770036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578018,"about_ca_system_score_gemma":0.07549535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04440456,"about_ca_topic_score_gemma":0.03066041,"domain_scores_codex":[0.8586188,0.06079925,0.04139448,0.005222602,0.02921577,0.004749115],"domain_scores_gemma":[0.6725585,0.09095094,0.02859091,0.01464273,0.1812206,0.01203639],"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":[0.0007019548,0.000633152,0.01566385,0.01903348,0.001290829,0.000625374,0.009578575,0.002893373,0.004553465,0.05458273,0.4983754,0.3920678],"study_design_scores_gemma":[0.0006342017,0.0005186823,0.03596724,0.0716269,0.00203632,0.001172777,0.009484125,0.002926741,0.003472593,0.04366901,0.8279526,0.0005388558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01550168,0.1541156,0.1453503,0.5274173,0.09271969,0.01017683,0.00990942,0.001327799,0.04348139],"genre_scores_gemma":[0.07162119,0.08179182,0.675737,0.1052664,0.01123631,0.01552468,0.02478552,0.001428005,0.01260909],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.237805,"threshold_uncertainty_score":0.9399221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040129464997167,"score_gpt":0.3851906460608598,"score_spread":0.2811776995611431,"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."}}