{"id":"W293152352","doi":"10.1007/978-3-642-59367-3_23","title":"Nuclear Medicine of the Thyroid and Parathyroid Glands","year":2003,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Thyroid; Medicine; Hormone; Ultrasonography; Nuclear medicine; Radiology; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003467372,0.0003561574,0.001205587,0.00008905739,0.00006599505,0.000002229865,0.0002005927,0.0007501023,0.002981842],"category_scores_gemma":[0.0003277596,0.0001907228,0.0001972441,0.0000390752,0.001549059,0.00001026002,0.0000958684,0.0006883107,0.00002706048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009470969,"about_ca_system_score_gemma":0.0001818655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002572396,"about_ca_topic_score_gemma":0.00001698644,"domain_scores_codex":[0.9980536,0.00007010233,0.0005573726,0.000450846,0.0005893986,0.0002787501],"domain_scores_gemma":[0.9984527,0.0002679256,0.0002551084,0.0005846189,0.00006434425,0.000375265],"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":[0.0004096323,0.000201664,0.003773357,0.0002943173,0.001348188,0.0006938978,0.0004612293,3.16367e-7,0.000353204,0.29366,0.6838651,0.01493915],"study_design_scores_gemma":[0.004554613,0.002210486,0.003969326,0.0007392533,0.0007830783,0.002200423,0.00001999713,0.000006873429,0.00004364545,0.006030151,0.9792231,0.0002190999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0164213,0.123644,0.00001543943,0.08533818,0.001665178,0.001286194,0.00006401617,0.00008137035,0.7714843],"genre_scores_gemma":[0.4273858,0.1652009,0.0002612836,0.06820572,0.004475637,0.000123954,0.0002338955,0.0004560418,0.3336567],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4378276,"threshold_uncertainty_score":0.9979296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290389675359932,"score_gpt":0.2497357626591056,"score_spread":0.2368318659055063,"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."}}