{"id":"W53503211","doi":"","title":"Thyroid nodules and goiters : Current standards of care","year":2007,"lang":"en","type":"article","venue":"˜The œconsultant","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Thyroid nodules; Nodule (geology); Palpation; Fine-needle aspiration; Thyroidectomy; Malignancy; Radiology; Thyroid; Goiter; Biopsy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002416317,0.0001375759,0.0002555054,0.00005355184,0.00006900176,0.00001086941,0.00005753452,0.00003641901,0.00002648825],"category_scores_gemma":[0.0000322746,0.00008239202,0.00006699437,0.0001408119,0.0001530887,0.00002228231,0.0000370549,0.0001074106,0.000004094847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682157,"about_ca_system_score_gemma":0.0001359573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007953158,"about_ca_topic_score_gemma":0.000309653,"domain_scores_codex":[0.998996,0.00001639225,0.0002472111,0.0001960385,0.0003278001,0.0002165984],"domain_scores_gemma":[0.9991466,0.0001231891,0.00008474979,0.0002754816,0.0002551353,0.0001148802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001765749,0.0006771585,0.1590214,0.0006969018,0.000492495,0.0001646552,0.01276657,0.000006283038,0.008168355,0.002124997,0.006251653,0.8078638],"study_design_scores_gemma":[0.0135116,0.00284439,0.4936299,0.001203343,0.001081258,0.0001728085,0.01081245,0.0000450216,0.04238948,0.0002086986,0.4335723,0.0005287786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209793,0.07538654,0.0001821606,0.0005775393,0.0002634018,0.0004761798,0.0003063251,0.00003217022,0.001796337],"genre_scores_gemma":[0.9972141,0.002363381,0.000145275,0.0001017503,0.00008306621,0.00001640536,0.0000150798,0.00001422362,0.00004675117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.807335,"threshold_uncertainty_score":0.3359849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009209760633763522,"score_gpt":0.294115058621427,"score_spread":0.2849052979876635,"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."}}