{"id":"W2177243765","doi":"10.1002/hed.24166","title":"Outcomes after reirradiation for recurrent nasopharyngeal carcinoma: North American experience","year":2015,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Hyperfractionation; Nasopharyngeal carcinoma; Radiation therapy; Dose fractionation; Retrospective cohort study; Toxicity; Nuclear medicine; Oncology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007116185,0.0001618215,0.0004399432,0.00005824395,0.00006344268,0.00001065005,0.00005734794,0.00002511991,0.00001293215],"category_scores_gemma":[0.0001295977,0.0001284353,0.00009626272,0.0001868985,0.00008994986,0.00008472151,0.00003064937,0.00009617753,0.00003526434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703844,"about_ca_system_score_gemma":0.0001410181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002134161,"about_ca_topic_score_gemma":0.0009279968,"domain_scores_codex":[0.9988803,0.00001897709,0.0002372659,0.0002916052,0.0002461447,0.0003257679],"domain_scores_gemma":[0.9992195,0.00004325818,0.00006724073,0.0002478473,0.0001495315,0.0002726527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008906958,0.00009429573,0.9698038,0.00005299993,0.00002052923,0.00002014525,0.004060368,5.288404e-7,0.00001071877,0.00001263794,0.007836575,0.0171967],"study_design_scores_gemma":[0.001817774,0.001266389,0.9543869,0.00003106103,0.00003581554,0.000008477781,0.0003984172,0.0001115268,0.00007820421,0.000008308766,0.04171809,0.0001390067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946076,0.001190462,0.00002785815,0.002336424,0.0005025194,0.0004949038,0.00002447498,0.00006299579,0.0007527182],"genre_scores_gemma":[0.996146,0.00004859837,0.0009323548,0.001580414,0.000320391,0.0004838693,0.00002747444,0.00002139998,0.0004394593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03388152,"threshold_uncertainty_score":0.523744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072294825842489,"score_gpt":0.3502697943585572,"score_spread":0.2895468461001323,"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."}}