{"id":"W4362523130","doi":"10.1089/thy.2022.0576","title":"Does Ultrasound Really Contribute to Detection of Residual/Recurrent Disease After Pediatric Thyroidectomy? Preliminary Data Supporting a “Thyroglobulin-First” Approach","year":2023,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Sick child; Medicine; University hospital; Pediatric endocrinology; Library science; Pediatrics; Family medicine; General 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007517652,0.0004348657,0.0006871806,0.0004133456,0.000160783,0.0000544123,0.0004355183,0.0001225524,0.00004636643],"category_scores_gemma":[0.0008536872,0.0002995642,0.0001993237,0.001102136,0.00007106031,0.000228707,0.0004886542,0.0002586011,0.0001515312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241084,"about_ca_system_score_gemma":0.0002688464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001689299,"about_ca_topic_score_gemma":0.0001229095,"domain_scores_codex":[0.9963094,0.0001005376,0.0008679778,0.00112099,0.0008047638,0.0007963476],"domain_scores_gemma":[0.9965547,0.0004002706,0.000338202,0.001780399,0.0002155438,0.0007108746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03690997,0.007703873,0.7717053,0.004819543,0.001642643,0.002362245,0.004694857,0.0006373947,0.02569832,0.0001540713,0.1204974,0.02317436],"study_design_scores_gemma":[0.00457813,0.00270154,0.9767831,0.0002309917,0.001941068,0.00004832172,0.0004199727,0.0004949288,0.007499929,0.0002119422,0.004457335,0.0006327422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872504,0.005392833,0.0003737299,0.002064197,0.0004869153,0.002131318,0.00170334,0.0004008255,0.000196438],"genre_scores_gemma":[0.9928976,0.002716953,0.000692535,0.0002025494,0.0009193777,0.0007413678,0.001364784,0.00008428691,0.0003805453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050778,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965500428870708,"score_gpt":0.2904775841427033,"score_spread":0.2708225798539962,"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."}}