{"id":"W4414354193","doi":"10.1002/ohn.70032","title":"“Close Then Clear” Margins in Transoral Resection of p16+ Oropharyngeal Squamous Cell Carcinoma","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Basal cell; Resection; Surgical margin; Epidermoid carcinoma; Head and neck; Carcinoma; Surgical resection; Resection margin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006203469,0.0001710014,0.0001745573,0.0004247698,0.0003128791,0.0004750161,0.0002878165,0.000286017,0.001210657],"category_scores_gemma":[0.002165905,0.0001632382,0.0002823375,0.0004044524,0.0003621948,0.0003840068,0.0004371685,0.0002657099,0.000189109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562659,"about_ca_system_score_gemma":0.0004657904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722593,"about_ca_topic_score_gemma":0.01142089,"domain_scores_codex":[0.9996,0.00005126607,0.00004462653,0.00007030006,0.0001596827,0.0000740749],"domain_scores_gemma":[0.9986256,0.0001498774,0.0009421281,0.00004318223,0.0001222524,0.000116902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003357354,0.00002845555,0.9927797,0.00004312439,0.0000247915,0.001017225,0.0001142111,0.00006478154,0.001107128,0.00001106184,0.00006308439,0.004410781],"study_design_scores_gemma":[0.000009866196,0.0003499186,0.9923766,0.00002383589,0.00002691547,0.005892148,0.0003122423,0.00008141864,0.0005334699,0.00001558922,0.0003738752,0.000004285768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992668,0.0003814917,0.00007044888,0.000009985269,0.000003011076,0.0000106998,0.00004339703,0.000001585077,0.0002126264],"genre_scores_gemma":[0.9995684,0.0001495849,0.00007387574,0.000009856243,0.000003963497,0.000005148279,0.00008477175,0.000001111985,0.0001033399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003722593,"threshold_uncertainty_score":0.007401824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345780765204227,"score_gpt":0.2807610879632536,"score_spread":0.2673032803112113,"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."}}