{"id":"W2340139358","doi":"10.1016/j.ijrobp.2016.04.004","title":"Free Thyroid Transfer: A Novel Procedure to Prevent Radiation-induced Hypothyroidism","year":2016,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Thyroid; Radiation therapy; Neck dissection; Thyroid cancer; Surgery; Head and neck cancer; Dissection (medical); Forearm; Thyroidectomy; Radiology; Cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008008913,0.00035892,0.0007617305,0.0003820919,0.00009606895,0.00003464677,0.0006750843,0.000386598,0.00009075889],"category_scores_gemma":[0.001184762,0.0002617134,0.0004837645,0.0003140057,0.0001132665,0.0004327406,0.00007685255,0.0004865748,0.0001173566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009092411,"about_ca_system_score_gemma":0.001330466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008854228,"about_ca_topic_score_gemma":0.000006500326,"domain_scores_codex":[0.9971718,0.0001828179,0.001211612,0.0004288946,0.0005665761,0.0004382957],"domain_scores_gemma":[0.9969128,0.0006917654,0.0006365565,0.000366142,0.0009555944,0.0004370964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001512317,0.001803177,0.0299964,0.00001249392,0.001031221,0.0000743694,0.001173093,0.0001123302,0.7964972,0.01335053,0.02354841,0.1308884],"study_design_scores_gemma":[0.05604209,0.01316077,0.1152958,0.0006657708,0.0009114604,0.003177657,0.0003744039,0.000596818,0.3494533,0.02348584,0.4348513,0.001984811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923884,0.001114669,0.0395555,0.02936549,0.003807462,0.0006842418,0.0003286203,0.0001007032,0.001159248],"genre_scores_gemma":[0.9886425,0.0007447432,0.001645197,0.003376543,0.005094866,0.00004326375,0.00004938146,0.00006303259,0.000340543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4470439,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435534298851974,"score_gpt":0.3114691054012591,"score_spread":0.2871137624127393,"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."}}