{"id":"W2078766466","doi":"10.1097/01.mlg.0000168114.90852.a6","title":"Prognostic Variables and Calcitonin in Medullary Thyroid Cancer","year":2005,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Medullary thyroid cancer; Calcitonin; Thyroidectomy; Internal medicine; Retrospective cohort study; Thyroid cancer; Lymphovascular invasion; Perineural invasion; Thyroid; Gastroenterology; Multiple endocrine neoplasia; Medullary cavity; Cancer; Oncology; Metastasis","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":[0.0001640942,0.0001434602,0.0002392613,0.00004923741,0.00006601014,0.0000209851,0.00007270319,0.00005355671,0.0002129749],"category_scores_gemma":[0.00002958415,0.0000865799,0.00003212164,0.0001723877,0.00007318343,0.00006702351,0.0000535683,0.0001578775,0.00003536543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195686,"about_ca_system_score_gemma":0.0001094137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009222981,"about_ca_topic_score_gemma":0.0009352528,"domain_scores_codex":[0.9991398,0.00004283985,0.000173023,0.0002220698,0.000157504,0.0002647257],"domain_scores_gemma":[0.9995366,0.0001100937,0.00003806524,0.0001999158,0.00002262342,0.00009264426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004049969,0.001054461,0.9050849,0.0001732354,0.0003343845,0.0001799556,0.002204856,0.0001914146,0.006822451,0.002607465,0.01906391,0.06187797],"study_design_scores_gemma":[0.004466099,0.0004843033,0.9267606,0.0006434824,0.0003709022,0.0001090223,0.0001463829,0.00067596,0.01065476,0.0002882726,0.05512756,0.0002726579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377248,0.0394095,0.000005537192,0.01933413,0.00007676989,0.000567243,0.00001197657,0.00003892201,0.002831097],"genre_scores_gemma":[0.9906155,0.005570861,0.0003610287,0.002187649,0.0002813818,0.0003064593,0.000007964483,0.00002180915,0.0006473741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06160531,"threshold_uncertainty_score":0.3530626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249528670305921,"score_gpt":0.2840571494274816,"score_spread":0.2715618627244223,"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."}}