{"id":"W1962460699","doi":"10.1002/hed.24193","title":"Institution‐specific risk of papillary thyroid carcinoma in atypia/follicular lesion of undetermined significance","year":2015,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Atypia; Papillary carcinoma; Medicine; Thyroid carcinoma; Follicular carcinoma; Pathology; Carcinoma; Lesion; Follicular phase; Oncology; Thyroid; 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":[0.002190843,0.0001235849,0.0002056534,0.001417209,0.0003459139,0.0006323999,0.0005084707,0.0003770032,0.002076989],"category_scores_gemma":[0.0105221,0.0001892745,0.0003478735,0.001087674,0.0004486717,0.0003810797,0.0007228726,0.0003933787,0.0003261042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007589611,"about_ca_system_score_gemma":0.0007863212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004453022,"about_ca_topic_score_gemma":0.007301458,"domain_scores_codex":[0.9982134,0.0004619161,0.0003039955,0.0002990087,0.0005197877,0.0002018699],"domain_scores_gemma":[0.9911638,0.002553601,0.004236461,0.0006347178,0.00077391,0.0006374232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004391228,0.000003601221,0.9974106,0.000006532895,0.00001675973,0.00009131957,0.00002990482,0.00007080811,0.0001450034,0.00001795153,0.00006879969,0.002094737],"study_design_scores_gemma":[0.000002592988,0.00005000192,0.9968455,0.000009026008,0.00003342209,0.001795575,0.0001417604,0.0002944581,0.0003863678,0.00007343908,0.0003621288,0.000005794516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997628,0.0006778495,0.0003147474,0.0001008464,0.000005678057,0.00001336285,0.0002191973,0.00001914326,0.001021115],"genre_scores_gemma":[0.9996033,0.00006124219,0.0001628112,0.00001252389,0.000005505251,0.000002799206,0.00009605318,0.000002419795,0.00005335916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004453022,"threshold_uncertainty_score":0.01158643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05076131522561086,"score_gpt":0.2920171812374873,"score_spread":0.2412558660118764,"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."}}