{"id":"W3161620785","doi":"10.1016/j.ijrobp.2021.05.006","title":"External Beam Radiation Therapy in pT4 Well-Differentiated Thyroid Cancer: A Population-Based Study of 405 Patients","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living North; University of Northern British Columbia; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Thyroid cancer; Cumulative incidence; Proportional hazards model; Internal medicine; Radiation therapy; Multivariate analysis; Population; Retrospective cohort study; Thyroid carcinoma; Oncology; External beam radiotherapy; Surgery; Cancer; Urology; Thyroid; Brachytherapy; Transplantation","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":[0.0003663535,0.0003358707,0.0005044357,0.0005455316,0.0008031027,0.000791811,0.0004088955,0.0007787892,0.001699478],"category_scores_gemma":[0.0008302021,0.0005956225,0.0006948509,0.001565222,0.0005230774,0.0006385655,0.0004157178,0.0006114119,0.0003443005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057556,"about_ca_system_score_gemma":0.0005046887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01615539,"about_ca_topic_score_gemma":0.01658196,"domain_scores_codex":[0.9994536,0.00009952949,0.00004693117,0.0002041776,0.00007860008,0.0001171267],"domain_scores_gemma":[0.9995641,0.0001007192,0.0001523208,0.00005345924,0.00003995524,0.00008955591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001991831,0.00006791014,0.9981146,0.000006772932,0.00009149565,0.0001450346,0.0001779969,0.00004342263,0.0004241703,0.0000162901,0.00005572811,0.0006575127],"study_design_scores_gemma":[0.00001656491,0.0001902178,0.9986067,0.000004146018,0.00007640439,0.0003121665,0.0004673842,0.00008206358,0.00004555315,0.00002240459,0.0001699465,0.000006413682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994424,0.0001104839,0.00004271865,0.0000169408,0.000001889201,0.000004382607,0.0001480254,0.000001780042,0.0002313888],"genre_scores_gemma":[0.9994956,0.00007145524,0.0000195661,0.00003015351,0.000003520133,0.000004698363,0.0002253648,0.00000160328,0.0001478086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615539,"threshold_uncertainty_score":0.03212273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832285081014998,"score_gpt":0.3323416630576607,"score_spread":0.3140188122475107,"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."}}