{"id":"W2254181031","doi":"10.1089/ct.2014;26.271-272","title":"Stepwise Molecular Testing of Thyroid Nodules with Atypia of Undetermined Significance Is Cost-Effective in the United States but Not in Canada","year":2014,"lang":"en","type":"article","venue":"Clinical Thyroidology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atypia; Medicine; Thyroid nodules; Clinical significance; Thyroid; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067536,0.0002529542,0.0003414285,0.001680241,0.0007500201,0.001426094,0.001203064,0.0007473244,0.00670616],"category_scores_gemma":[0.009554633,0.0002654339,0.0006110633,0.002095168,0.0008313884,0.0005952669,0.0006241124,0.0009115782,0.000444216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02023282,"about_ca_system_score_gemma":0.05889229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9345787,"about_ca_topic_score_gemma":0.9740461,"domain_scores_codex":[0.9984044,0.0002446617,0.0001040798,0.0001245369,0.0006811582,0.0004412154],"domain_scores_gemma":[0.9936495,0.001262615,0.0007903394,0.0001281517,0.002305244,0.001864222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001353169,0.0004272209,0.655504,0.0003856716,0.000245303,0.0007335539,0.0002202217,0.002235981,0.001764883,0.001656004,0.04810574,0.2873683],"study_design_scores_gemma":[0.0002847606,0.0003190554,0.976841,0.0003989482,0.0003595279,0.0008056754,0.0007805211,0.003681036,0.0007631307,0.0008278146,0.014896,0.00004258435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7716843,0.02723066,0.001846513,0.1025671,0.0008073352,0.0006263508,0.007658418,0.000522473,0.08705679],"genre_scores_gemma":[0.9800727,0.007385759,0.001848502,0.005806799,0.0001550918,0.00003551138,0.001627036,0.00003224836,0.003036401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06542134,"threshold_uncertainty_score":0.1468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05008925642683746,"score_gpt":0.330946726356025,"score_spread":0.2808574699291875,"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."}}