{"id":"W4290547730","doi":"10.1007/s12022-022-09728-y","title":"Medullary Thyroid Carcinoma in the IARC/WHO Neuroendocrine Schema","year":2022,"lang":"en","type":"letter","venue":"Endocrine Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medullary cavity; Thyroid carcinoma; Medicine; Thyroid; Medullary carcinoma; Neuroendocrine carcinoma; Carcinoma; Pathology; Oncology; 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002077466,0.0007283134,0.001296207,0.0005161622,0.000165633,0.00003068896,0.0006729063,0.0001558751,0.00225203],"category_scores_gemma":[0.0001432352,0.0005266769,0.0004640389,0.0005059727,0.000209105,0.00004950063,0.0004430052,0.004315868,0.0001342094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365611,"about_ca_system_score_gemma":0.0002511962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000275866,"about_ca_topic_score_gemma":0.0000512163,"domain_scores_codex":[0.995352,0.0007779403,0.0007215032,0.001160229,0.0007876002,0.001200753],"domain_scores_gemma":[0.9973904,0.0005187343,0.0002528355,0.001683207,0.00005670203,0.00009807551],"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":[0.0001054677,0.0002706483,0.01174394,0.0001406011,0.00007407297,0.2645138,0.0001740616,0.000003341285,0.00004862401,0.0001341095,0.7220427,0.0007486281],"study_design_scores_gemma":[0.003452474,0.001916771,0.02526416,0.00004452204,0.0003677945,0.03647067,0.0001171978,0.000006304604,0.0003137918,0.000146046,0.9315248,0.0003754381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1296615,0.01183548,0.000001261043,0.8476319,0.001011137,0.001456625,0.0001982798,0.0001047547,0.008099018],"genre_scores_gemma":[0.155773,0.002639584,0.0001100945,0.828435,0.004019604,0.002581505,0.001822217,0.0001970988,0.004421882],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2280431,"threshold_uncertainty_score":0.9997185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046137570806833,"score_gpt":0.2760823301605614,"score_spread":0.2556209544524931,"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."}}