{"id":"W2492290832","doi":"10.17925/use.2008.04.2.107","title":"Multinodular Goiter—Diagnostic and Treatment Considerations","year":2008,"lang":"en","type":"article","venue":"US Endocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Multinodular goiter; Goiter; Medical physics; 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":[0.00001670924,0.0001356588,0.0002874919,0.0001029556,0.0001473039,0.000005102159,0.00001572295,0.00005402779,0.000161549],"category_scores_gemma":[0.0002922588,0.0001132828,0.00005835416,0.00004465149,0.0001843761,0.00003022725,0.00001892188,0.00008933507,0.0001767252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003361727,"about_ca_system_score_gemma":0.00007721967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009763664,"about_ca_topic_score_gemma":0.00003275543,"domain_scores_codex":[0.9991753,0.00004520478,0.0001863062,0.0002343433,0.00005902799,0.0002998947],"domain_scores_gemma":[0.9991369,0.0004585413,0.00003200967,0.0002152217,0.00003469953,0.0001225917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041558,0.0005370793,0.9486357,0.00001318188,0.0002215333,0.01188701,0.001396708,0.00001660676,0.01553217,0.005295679,0.01271423,0.003645944],"study_design_scores_gemma":[0.005848534,0.001139346,0.6571315,0.00001726903,0.0001543603,0.03887767,0.0001051388,0.0001193582,0.01213148,0.0001805001,0.2839856,0.0003092437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899616,0.003300466,0.00002205007,0.00137252,0.0001755727,0.0002339764,0.00001052236,0.00009373682,0.004829606],"genre_scores_gemma":[0.9937763,0.002225071,0.0007721492,0.0009774484,0.0001618305,0.00004478406,0.0000230899,0.00001346123,0.00200582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2915042,"threshold_uncertainty_score":0.4619538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680109037851622,"score_gpt":0.2710761180586703,"score_spread":0.234275027680154,"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."}}