{"id":"W2484476528","doi":"10.1002/cncy.21750","title":"Pediatric thyroid FNA biopsy: Outcomes and impact on management over 24 years at a tertiary care center","year":2016,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Malignancy; Thyroid nodules; Fine-needle aspiration; Thyroid cancer; Biopsy; Thyroid; Thyroidectomy; Cytopathology; Histopathology; Retrospective cohort study; Radiology; General surgery; Cytology; Surgery; Pathology; 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":[0.00004361035,0.0002513474,0.0003680571,0.000166892,0.00004870267,0.000009317035,0.0000719591,0.00009513731,0.0003679622],"category_scores_gemma":[0.000005685267,0.0001430294,0.0001525093,0.00008211339,0.00007491183,0.00004324425,0.0001215756,0.00007700583,0.0001020565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007462263,"about_ca_system_score_gemma":0.00004041695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003925899,"about_ca_topic_score_gemma":0.00002269344,"domain_scores_codex":[0.9987363,0.00003727035,0.0001922779,0.0004889785,0.0001652523,0.0003799731],"domain_scores_gemma":[0.9992912,0.00004348521,0.00007626183,0.0003894719,0.00002780925,0.0001717431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000222054,0.0001240239,0.9754993,0.00005963596,0.0001032365,0.0009422718,0.0002290149,6.940699e-7,0.0005546694,0.00004468748,0.005066921,0.01715346],"study_design_scores_gemma":[0.00530381,0.0004392838,0.9901651,0.0000743257,0.0002577163,0.0001187193,0.00003434595,2.639292e-7,0.0003334118,0.00002409318,0.00308368,0.000165252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892647,0.007403262,0.00000521474,0.001442259,0.000529482,0.0004221246,0.000216768,0.00005604027,0.0006601779],"genre_scores_gemma":[0.9908605,0.006107954,0.00005173978,0.001451141,0.0002402732,0.0002458803,0.00001636162,0.00003785496,0.00098835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169882,"threshold_uncertainty_score":0.5832568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925416564594473,"score_gpt":0.2902984456435952,"score_spread":0.2810442799976505,"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."}}