{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006018336,0.000269081,0.0003245735,0.0008413466,0.0006754256,0.0008703574,0.0004328882,0.0005149856,0.0009812663],"category_scores_gemma":[0.004218644,0.0001923237,0.0002676657,0.001116155,0.0004455426,0.0009075722,0.0007001591,0.0005862095,0.0001989464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480984,"about_ca_system_score_gemma":0.001156926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019283,"about_ca_topic_score_gemma":0.0134251,"domain_scores_codex":[0.999196,0.0001367389,0.00008289796,0.0001281205,0.0002425395,0.0002137329],"domain_scores_gemma":[0.9966067,0.0004156757,0.001805255,0.00006363202,0.0004155899,0.000693196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001830677,0.00001696593,0.9964274,0.000008104445,0.000009278138,0.001016709,0.0001170129,0.00004821234,0.00009380084,0.000008377074,0.0001578714,0.002078073],"study_design_scores_gemma":[0.000002451124,0.00009198142,0.9934834,0.00002568698,0.00001387785,0.004991569,0.0009009152,0.0001625528,0.00009249654,0.00001687352,0.0002135638,0.000004635491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981132,0.0009553134,0.00005347693,0.000218942,0.00001023167,0.000007886028,0.0001795355,0.000006231534,0.0004551876],"genre_scores_gemma":[0.9990049,0.000582729,0.00008710266,0.00005906355,0.00002041427,0.000005692024,0.0002000525,0.000002770829,0.00003737389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019283,"threshold_uncertainty_score":0.02026701,"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."}}