{"id":"W4395666602","doi":"10.1089/ct.2024;36.143-146","title":"Correlation of Genomic Profile with Clinicopathologic Factors and Oncologic Outcomes in Medullary Thyroid Carcinoma: Results of an International Multicenter Study","year":2024,"lang":"en","type":"article","venue":"Clinical Thyroidology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Medullary cavity; Thyroid carcinoma; Multicenter study; Oncology; Correlation; Internal medicine; Thyroid","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":[0.0009924482,0.0002030881,0.0008994021,0.0002006041,0.0000178955,0.00000780093,0.000132663,0.0002108563,0.00003393693],"category_scores_gemma":[0.0005404142,0.0001235868,0.0001290642,0.000120675,0.0003224293,0.00009444488,0.0001033901,0.000362685,0.000007334869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009062795,"about_ca_system_score_gemma":0.0001461774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505153,"about_ca_topic_score_gemma":0.0002172568,"domain_scores_codex":[0.9973965,0.0003912524,0.001248341,0.000595737,0.0001820372,0.0001861741],"domain_scores_gemma":[0.9976927,0.001487156,0.0003002744,0.0003247671,0.0000929346,0.000102162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002697188,0.003874999,0.9898578,0.00003266465,0.0001996402,0.0002560041,0.0007820737,0.00002814745,0.0003057528,0.00005005522,0.00004525343,0.001870433],"study_design_scores_gemma":[0.01006791,0.0162611,0.971393,0.00005137505,0.0002368702,0.00002039349,0.0009435834,0.0006756826,0.0001507104,0.00005441092,0.00004417336,0.000100797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963903,0.0009054989,0.000009361476,0.0004472351,0.000787904,0.001033047,0.00009236246,0.00003481574,0.0002994247],"genre_scores_gemma":[0.9985774,0.0003585741,0.0006457159,0.00009046098,0.00009137201,0.00005670698,0.00009262902,0.00001887106,0.00006833225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01846479,"threshold_uncertainty_score":0.5039725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606819296334278,"score_gpt":0.3985660976245201,"score_spread":0.3324979046611773,"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."}}