{"id":"W2038676469","doi":"10.1089/thy.2007.0026","title":"Clinical Experience of the Multimodality Management of Anaplastic Thyroid Cancer and Literature Review","year":2007,"lang":"en","type":"review","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Anaplastic thyroid cancer; Radiation therapy; Thyroid; Cancer; Thyroid carcinoma; Anaplastic carcinoma; Thyroid cancer; Chemotherapy; Oncology; Radiology; 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":[0.0005616438,0.0004785002,0.002764411,0.00008134537,0.00004772758,0.000009053892,0.0003251191,0.000261058,0.00005121038],"category_scores_gemma":[0.00005843918,0.0002618066,0.0008948484,0.0006526001,0.0003437823,0.0000408059,0.0002530653,0.000480596,0.000004190805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349321,"about_ca_system_score_gemma":0.0001712803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004307464,"about_ca_topic_score_gemma":0.00001382676,"domain_scores_codex":[0.9969055,0.0001778476,0.001518296,0.0006072589,0.0004968595,0.0002942607],"domain_scores_gemma":[0.9973722,0.000259237,0.0009452701,0.001109618,0.0001453055,0.0001684054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005112273,0.00038072,0.0006854882,0.1632397,0.0007577084,0.00007799349,0.0001148209,1.213151e-7,6.897583e-7,0.0001570702,0.001731006,0.8328035],"study_design_scores_gemma":[0.001072074,0.0003931413,0.004492896,0.3960448,0.005548789,0.00007813142,0.00002754754,0.000001125845,0.00001221099,0.000007524563,0.5920672,0.0002545777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000541426,0.9958212,0.000004002874,0.0001178712,0.0003460355,0.002325822,0.0001972786,0.00001698573,0.0006294066],"genre_scores_gemma":[0.0004395375,0.9980259,0.0003675216,0.0002168861,0.0001351392,0.0003429162,0.00003888956,0.00004114541,0.0003920777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.832549,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07275817931813043,"score_gpt":0.4387448129956791,"score_spread":0.3659866336775487,"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."}}