{"id":"W2004532578","doi":"10.1016/j.brachy.2008.02.113","title":"Brachytherapy for T1-T2 tonsillar carcinoma: Long-term results on 38 patients","year":2008,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Brachytherapy; Term (time); Oncology; Radiology; Internal medicine; Radiation therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001783784,0.0003872371,0.0007184023,0.0001587321,0.0004234485,0.00001934306,0.0001332182,0.0001732854,0.0000652873],"category_scores_gemma":[0.0001068371,0.0003154794,0.0002907923,0.0002497677,0.000141625,0.0001293882,0.00002020889,0.0002311713,0.00006536204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594031,"about_ca_system_score_gemma":0.0001641336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002899013,"about_ca_topic_score_gemma":0.00003020363,"domain_scores_codex":[0.997718,0.00005742076,0.0005231344,0.0006457259,0.0004493585,0.0006064105],"domain_scores_gemma":[0.9984835,0.0002168549,0.0001639477,0.0006266907,0.0002828995,0.000226072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02139774,0.002713628,0.7612655,0.0002401633,0.0005549977,0.0003442536,0.005681999,0.000007151061,0.002256135,0.0002634459,0.05791709,0.147358],"study_design_scores_gemma":[0.01927332,0.006570898,0.9151582,0.0001331129,0.00003433091,0.00007353188,0.00002936463,0.00002386166,0.004796952,0.00003467422,0.05347833,0.0003934943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890683,0.002712202,0.00007268439,0.002160591,0.000678539,0.001493617,0.0001011894,0.0001625981,0.003550234],"genre_scores_gemma":[0.988115,0.002672061,0.0004126866,0.004603933,0.0008230606,0.0001995071,0.0001601072,0.00009425123,0.002919372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538927,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409471568744307,"score_gpt":0.3122012591394657,"score_spread":0.2681065434520227,"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."}}