{"id":"W4411298629","doi":"10.1002/hed.28217","title":"Outcomes of Reduced Elective Nodal Radiation Dose and Volume for Laryngeal, Hypopharyngeal, and p16‐Negative Oropharyngeal Cancers","year":2025,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Hypopharyngeal cancer; Larynx; Radiation therapy; NODAL; Radiology; Nuclear medicine; Oncology; Internal medicine; Surgery","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":[0.0004953437,0.0001211033,0.0002255937,0.0001278739,0.0001992553,0.0001881954,0.0001900005,0.0001429171,0.001232063],"category_scores_gemma":[0.001544261,0.0000727158,0.0003599881,0.0001191605,0.0001797066,0.0001102055,0.0001810681,0.0002353372,0.00006915157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060406,"about_ca_system_score_gemma":0.0004890879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102262,"about_ca_topic_score_gemma":0.005900213,"domain_scores_codex":[0.9997836,0.00007083255,0.00001745938,0.00003872637,0.000042925,0.00004653199],"domain_scores_gemma":[0.9992861,0.0002238818,0.0002624828,0.00005389946,0.00004537015,0.0001282679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004030915,0.0004358853,0.9686142,0.00005610058,0.0002230392,0.0002659043,0.0001085465,0.0006802353,0.002551173,0.00004585158,0.0003206965,0.0226675],"study_design_scores_gemma":[0.0001873387,0.005191028,0.9908202,0.00001027883,0.0002069024,0.0008057626,0.00009768226,0.0003917568,0.001782571,0.00004352789,0.0004577791,0.000005118653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995509,0.0001751752,0.00002469827,0.00001405227,0.000001887945,0.000004379039,0.00002858691,8.556714e-7,0.0001994975],"genre_scores_gemma":[0.9998075,0.00004250506,0.0000252534,0.000008472684,0.000003632,0.00000323924,0.00005414764,5.291651e-7,0.00005483207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002102262,"threshold_uncertainty_score":0.004180014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907192349152073,"score_gpt":0.3276118676255094,"score_spread":0.3085399441339887,"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."}}