{"id":"W2088547923","doi":"10.1159/000322877","title":"Is Ultrasonography Useful in Predicting Thyroid Cancer in Children with Thyroid Nodules and Apparently Benign Cytopathologic Features?","year":2011,"lang":"en","type":"article","venue":"Hormone Research in Paediatrics","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Child Health Clinician Scientist Program","keywords":"Medicine; Malignancy; Thyroid nodules; Thyroid; Fine-needle aspiration; Nodule (geology); Biopsy; Radiology; Thyroid cancer; Medical diagnosis; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001565983,0.0004729335,0.0004646418,0.001906318,0.0002710083,0.0005977426,0.0004583572,0.001197977,0.0009472417],"category_scores_gemma":[0.01927804,0.0003398447,0.0004032585,0.001053463,0.001196254,0.001172121,0.0003017526,0.0007428062,0.0002784944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004841344,"about_ca_system_score_gemma":0.0007963637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00416847,"about_ca_topic_score_gemma":0.005310054,"domain_scores_codex":[0.9990681,0.0002903072,0.0001710739,0.00009608419,0.0002296665,0.0001448909],"domain_scores_gemma":[0.9926499,0.003496263,0.002326208,0.0001726565,0.0007914596,0.0005636772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004359836,0.000006071165,0.9961546,0.00002417928,0.000008519743,0.0005475606,0.00004996327,0.00007654582,0.0002174917,0.00001077889,0.0001013857,0.002759315],"study_design_scores_gemma":[0.00002093367,0.0003619389,0.9722745,0.0001788812,0.0001452451,0.02260173,0.0007511546,0.001307213,0.001225491,0.0001126888,0.001002717,0.00001742773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925631,0.00489993,0.0005682238,0.0004958538,0.00005142605,0.00001938395,0.0001811413,0.00002647176,0.001194451],"genre_scores_gemma":[0.9973284,0.001314883,0.001085132,0.00005984029,0.00005447289,0.000008040209,0.0001073589,0.000005019505,0.00003683683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00416847,"threshold_uncertainty_score":0.008288443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05652200152783252,"score_gpt":0.3214656665150868,"score_spread":0.2649436649872543,"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."}}