{"id":"W4413970485","doi":"10.1016/j.eprac.2025.08.009","title":"Anaplastic Thyroid Carcinoma: A Contemporary Review of Challenges and Advances","year":2025,"lang":"en","type":"review","venue":"Endocrine Practice","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Eisai; Medtronic","keywords":"Medicine; Thyroid carcinoma; Anaplastic carcinoma; Thyroid; Oncology; Pathology; Internal medicine; Cancer research","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":[0.001186772,0.0007386471,0.00181615,0.003695003,0.0003193869,0.001527745,0.0009579216,0.001102111,0.003605276],"category_scores_gemma":[0.002645969,0.0003277052,0.0007540025,0.00420527,0.0005427346,0.001945206,0.0009516444,0.001582833,0.000921047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009128473,"about_ca_system_score_gemma":0.00210217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652911,"about_ca_topic_score_gemma":0.00468226,"domain_scores_codex":[0.9995716,0.00008584478,0.0001075501,0.00006691364,0.0001358147,0.0000321674],"domain_scores_gemma":[0.9980997,0.00114995,0.000266427,0.00002608331,0.0003513776,0.0001064415],"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":[0.00009964199,0.00004799321,0.0005774863,0.03817486,0.0001620437,0.0002721704,0.00009855817,0.0002842117,0.0005964095,0.001586871,0.04838313,0.9097166],"study_design_scores_gemma":[0.00003831913,0.0001146788,0.002084502,0.02152733,0.0005265442,0.002330772,0.0002153195,0.0001627491,0.0001701348,0.001749193,0.9710339,0.00004651204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005108057,0.9990948,0.00004480555,0.0004126016,0.0001663151,0.000002022785,0.00001496155,0.00000378789,0.0002096455],"genre_scores_gemma":[0.0003387482,0.9987531,0.0001162801,0.000353172,0.0003257034,0.000002559698,0.00002032967,7.987683e-7,0.00008944656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003695003,"threshold_uncertainty_score":0.01206088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.056451563591729,"score_gpt":0.3913479901037272,"score_spread":0.3348964265119982,"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."}}