{"id":"W4412157763","doi":"10.1007/978-3-031-81813-4_27","title":"Parathyroid Carcinoma","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Parathyroid carcinoma; Carcinoma; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451713,0.0005458557,0.0003946766,0.0007083522,0.0006051746,0.000918882,0.0005241677,0.0008304422,0.1291292],"category_scores_gemma":[0.0004671937,0.0002470512,0.0003762652,0.0004929632,0.0003987818,0.0007963299,0.0008694855,0.001898825,0.05346758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004528938,"about_ca_system_score_gemma":0.0005090141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267317,"about_ca_topic_score_gemma":0.003761365,"domain_scores_codex":[0.9999143,0.000008793577,0.000003365287,0.00001670709,0.00004622901,0.00001063061],"domain_scores_gemma":[0.9999185,0.0000318124,0.000004213889,0.00001080276,0.00001865756,0.00001602809],"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":[0.00004857059,0.00006647701,0.0001931915,0.0003933124,0.0000106691,0.001459407,0.0001578613,0.0002974815,0.002442749,0.02835977,0.5859464,0.3806241],"study_design_scores_gemma":[0.000004046129,0.00001158571,0.0001537546,0.00008079788,0.000003728514,0.002138086,0.00001866659,0.00003274264,0.0001578654,0.002895477,0.9945005,0.000002770136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007034709,0.04010908,0.001745739,0.003138159,0.003526279,0.00004482072,0.0001716212,0.0001717695,0.950389],"genre_scores_gemma":[0.003464411,0.01410579,0.0008033871,0.001721087,0.001179512,0.0000189674,0.000118574,0.00003729205,0.978551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1291292,"threshold_uncertainty_score":0.4319802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179628694839773,"score_gpt":0.2649969438186457,"score_spread":0.2470340743346684,"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."}}