{"id":"W4387379144","doi":"10.1210/jendso/bvad114.1998","title":"SAT526 Limited Utility of Routine Neck Ultrasound Follow-up in Advanced Stage Differentiated Thyroid Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Stage (stratigraphy); Thyroid cancer; Thyroglobulin; Indeterminate; Thyroidectomy; Thyroid; Cancer; Internal medicine; Surgery","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":[0.001081971,0.0001028373,0.0001970022,0.0003773694,0.0001126273,0.0004044096,0.0002246799,0.0002570251,0.001593905],"category_scores_gemma":[0.00360816,0.00006733658,0.0001468959,0.0005349572,0.0001202424,0.0002460066,0.0002047613,0.0001682876,0.0003388425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485026,"about_ca_system_score_gemma":0.0003043996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266911,"about_ca_topic_score_gemma":0.004211032,"domain_scores_codex":[0.9995006,0.0002572185,0.00005369128,0.00005582371,0.00009299858,0.00003950626],"domain_scores_gemma":[0.9981222,0.0009341888,0.0003765361,0.0001196972,0.0002444745,0.0002027925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004428447,0.00002790172,0.962948,0.00004020228,0.00001349401,0.0001825288,0.000036708,0.0001127031,0.0008157081,0.00003094259,0.0004834457,0.03486552],"study_design_scores_gemma":[0.00003221682,0.0006019761,0.9941497,0.00003755136,0.0000482215,0.001322723,0.0001509935,0.001593362,0.0005103392,0.00005712199,0.00148959,0.000006318231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953259,0.001846011,0.0001548057,0.0002321005,0.00001703162,0.00000829698,0.000406329,0.00001113916,0.001998308],"genre_scores_gemma":[0.9992061,0.000200523,0.0001262959,0.00003836718,0.00001591596,0.00000312849,0.0002782595,0.000001185013,0.0001302316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002266911,"threshold_uncertainty_score":0.005722106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304522814258246,"score_gpt":0.3051012135614421,"score_spread":0.2820559854188596,"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."}}