{"id":"W4412594881","doi":"10.1016/j.radonc.2025.111049","title":"Unilateral vs bilateral neck irradiation: The importance of careful patient selection in tailoring radiation therapy for lateralized palatine-tonsil and non-palatine-tonsil oropharyngeal carcinoma","year":2025,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living North; University of Northern British Columbia; Princess Margaret Cancer Centre","funders":"","keywords":"Tonsil; Palatine tonsil; Medicine; Radiation therapy; Radiology; Surgery; Pathology","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":[0.00695046,0.0003336787,0.001063396,0.0005548968,0.0005304916,0.001107642,0.0003896791,0.0006023429,0.002037842],"category_scores_gemma":[0.01127035,0.0002174474,0.0006915821,0.0006280745,0.0006230586,0.001179104,0.0004833925,0.0009884895,0.0004305386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004517908,"about_ca_system_score_gemma":0.0006916582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006707748,"about_ca_topic_score_gemma":0.002726647,"domain_scores_codex":[0.9970457,0.001676239,0.0004863832,0.000238956,0.0003875201,0.0001652271],"domain_scores_gemma":[0.9950497,0.003687016,0.0005056502,0.0003008336,0.00015274,0.0003039724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01372359,0.0005660026,0.3492428,0.0006538449,0.0006588468,0.001714016,0.001027655,0.006429665,0.02468599,0.002068813,0.004414529,0.5948142],"study_design_scores_gemma":[0.001359422,0.01423876,0.8668323,0.001039711,0.001651516,0.01974745,0.002634849,0.01446952,0.02426913,0.01064542,0.04284783,0.0002641439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285879,0.02431458,0.02030985,0.004643813,0.001071245,0.0003359469,0.0003483398,0.0001242713,0.02026417],"genre_scores_gemma":[0.9871307,0.00262004,0.007956488,0.000787288,0.0004895917,0.0001242144,0.0001195324,0.0001104769,0.0006615687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00695046,"threshold_uncertainty_score":0.03675795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427935871550247,"score_gpt":0.304324101483973,"score_spread":0.2900447427684706,"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."}}