{"id":"W2896088203","doi":"10.1089/thy.2018.0616","title":"Summary of the Third World Congress on Thyroid Cancer","year":2018,"lang":"en","type":"editorial","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Library science; General surgery; Art history; History; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002802801,0.0006581699,0.001214375,0.0002196732,0.0001436028,0.00003461152,0.0006187138,0.0005967738,0.0004472218],"category_scores_gemma":[0.0002364358,0.0004024837,0.0005873772,0.0004475739,0.0004457305,0.0000510825,0.0002348258,0.001121011,0.000177489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006778552,"about_ca_system_score_gemma":0.001159979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009395424,"about_ca_topic_score_gemma":0.00184773,"domain_scores_codex":[0.9962783,0.0001249865,0.0006503823,0.0007779704,0.001613909,0.0005544242],"domain_scores_gemma":[0.9963795,0.0006111021,0.0006493697,0.001659933,0.000493504,0.0002066145],"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":[0.0008301337,0.000454332,0.00107369,0.000245837,0.0006205954,0.0000291322,0.00008889676,0.000003059175,0.0003869866,0.00008146396,0.9954594,0.0007264288],"study_design_scores_gemma":[0.003214194,0.001235074,0.001196498,0.002598234,0.0009696804,0.000002196532,0.00001674759,0.000002530067,0.01276001,0.00008839773,0.9775518,0.0003646657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003038145,0.01652084,2.759444e-7,0.001862351,0.9401736,0.001209837,0.00142461,0.00009793125,0.03567239],"genre_scores_gemma":[0.007315035,0.009773207,0.00003608085,0.0008049819,0.8618556,0.0003936125,0.0003341086,0.0001903493,0.119297],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08362459,"threshold_uncertainty_score":0.9998427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371915280106165,"score_gpt":0.2953424371667248,"score_spread":0.2816232843656631,"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."}}