{"id":"W3004441427","doi":"10.1002/hed.26086","title":"Adjuvant external beam radiotherapy for surgically resected, nonmetastatic anaplastic thyroid cancer","year":2020,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Anaplastic thyroid cancer; Chemotherapy; External beam radiotherapy; Adjuvant; Thyroid cancer; Radiation therapy; Cancer; Internal medicine; Oncology; Surgery; Urology; Prostate cancer","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":[0.00006660246,0.0002418982,0.0005598402,0.00004898449,0.00008261472,0.00003131052,0.0001000759,0.00006023128,0.0007054541],"category_scores_gemma":[0.00005551381,0.0001866939,0.0002124556,0.0001921892,0.00004783451,0.00005890942,0.00001910624,0.0001511491,0.00004177208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044538,"about_ca_system_score_gemma":0.0002094769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858136,"about_ca_topic_score_gemma":0.000158376,"domain_scores_codex":[0.9984586,0.00002755103,0.0003321136,0.0004478094,0.0003155107,0.0004183645],"domain_scores_gemma":[0.9989815,0.0001855608,0.00009177659,0.0002362631,0.00009055648,0.0004143275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04254755,0.005562026,0.2385366,0.003183134,0.004466993,0.002981299,0.005739216,0.002998998,0.2339141,0.001309567,0.2743779,0.1843826],"study_design_scores_gemma":[0.07880589,0.03293484,0.3905353,0.00214686,0.001850487,0.0003179577,0.0002185235,0.01468479,0.04078434,0.0002472412,0.4359733,0.001500464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960478,0.02496032,0.002431095,0.01013631,0.0002626322,0.001281509,0.0001813533,0.0001082652,0.0001605143],"genre_scores_gemma":[0.9834076,0.004103748,0.004779498,0.005558345,0.0008939479,0.0007216431,0.0000518962,0.00007616365,0.0004071243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931298,"threshold_uncertainty_score":0.7724227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945517054466931,"score_gpt":0.3286472118655782,"score_spread":0.2891920413209089,"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."}}