{"id":"W4210948095","doi":"10.1177/01945998221076065","title":"Outcomes in Pediatric Thyroidectomy: Results From a Multinational, Multi‐institutional Database","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hypoparathyroidism; Thyroidectomy; Odds ratio; Retrospective cohort study; Surgery; Thyroid; Pediatrics; 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":[0.0005476887,0.0002235704,0.0005040913,0.0005090752,0.0002304351,0.000009156161,0.0001933712,0.00009392879,0.0004437957],"category_scores_gemma":[0.0009391219,0.0002038969,0.0001454034,0.0004857014,0.00007920097,0.0001271559,0.000270351,0.000633206,0.000179406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761834,"about_ca_system_score_gemma":0.0004563167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006518062,"about_ca_topic_score_gemma":0.0002134585,"domain_scores_codex":[0.9978213,0.0002544996,0.0005755514,0.0005830482,0.0003911341,0.0003745039],"domain_scores_gemma":[0.9984149,0.0007837914,0.0001483574,0.0004533637,0.00005613158,0.0001434628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041072,0.001212401,0.9819079,0.00001072881,0.00004924219,0.001534387,0.0003750845,0.0002903717,0.004344016,0.0005469405,0.008589564,0.00009826012],"study_design_scores_gemma":[0.008999665,0.0001155496,0.9720559,0.000005434721,0.00004447976,0.000172567,0.00007768826,0.001941632,0.0001092518,0.00005061876,0.01620762,0.0002196551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923026,0.001497039,0.0001635888,0.001876522,0.0006556338,0.0004472973,0.001577906,0.00009442205,0.001384968],"genre_scores_gemma":[0.9899107,0.0001135489,0.003447339,0.001859146,0.0002455929,0.0001995074,0.003187787,0.00002450837,0.001011887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009852095,"threshold_uncertainty_score":0.8314673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950958908700265,"score_gpt":0.2890888245262158,"score_spread":0.2595792354392131,"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."}}