{"id":"W11354895","doi":"10.1007/978-1-4471-2146-6_14","title":"Management of the Indeterminate Thyroid Nodule","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Thyroid nodules; Thyroid; Nodule (geology); Indeterminate; Medicine; Population; Pathology; Radiology; Internal medicine; Biology","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":[0.0002565004,0.0004342327,0.0003955184,0.0005440413,0.0002911779,0.0007861381,0.0004928995,0.001044872,0.008784766],"category_scores_gemma":[0.0007449712,0.0001544389,0.0003170545,0.00022197,0.0003295527,0.0007658387,0.0006387079,0.002230682,0.003875331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006850832,"about_ca_system_score_gemma":0.0006513489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471204,"about_ca_topic_score_gemma":0.004083679,"domain_scores_codex":[0.9999179,0.00001690576,0.000005336605,0.00000865121,0.00003967173,0.0000114579],"domain_scores_gemma":[0.9999107,0.00004313171,0.000008741255,0.000003576806,0.00001429581,0.00001953452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003953189,0.00008624557,0.001325734,0.0004186144,0.00001528352,0.01361887,0.0003022233,0.001442573,0.0019271,0.01954212,0.3458479,0.6154338],"study_design_scores_gemma":[0.00001406516,0.0000866844,0.002708836,0.001276217,0.0000173131,0.08698598,0.0002762364,0.001108964,0.0007020897,0.02057469,0.8862167,0.0000321638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.007597072,0.3288558,0.02924924,0.04020361,0.01259982,0.0001352989,0.0003459942,0.0004126919,0.5806004],"genre_scores_gemma":[0.07764807,0.3018353,0.04068614,0.03697255,0.01798085,0.0002003599,0.0007232681,0.0003561106,0.5235974],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008784766,"threshold_uncertainty_score":0.02938801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353791460104513,"score_gpt":0.234306223677672,"score_spread":0.2207683090766268,"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."}}