{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001825892,0.0001605007,0.0004796722,0.0001257326,0.00002522201,0.000003904811,0.00007897161,0.00008833216,0.00002344717],"category_scores_gemma":[0.00004714738,0.0001315539,0.0001436619,0.0002912013,0.000109056,0.00006407837,0.00003298449,0.0001185539,0.00001930854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574969,"about_ca_system_score_gemma":0.0002701116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117068,"about_ca_topic_score_gemma":0.0002210381,"domain_scores_codex":[0.9987091,0.00006722034,0.0004350443,0.000272465,0.0003153058,0.0002008429],"domain_scores_gemma":[0.9990414,0.00004687905,0.000186015,0.0004502561,0.0001251546,0.0001502937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009992498,0.001074004,0.9756304,0.0002051722,0.00008437562,0.0002200588,0.000669125,0.0003435307,0.01249207,0.0007557189,0.003494162,0.004032118],"study_design_scores_gemma":[0.006883748,0.001679811,0.9275734,0.000454877,0.0001278957,0.00002467994,0.0002120103,0.0001229659,0.05418006,0.0002027825,0.008376149,0.0001615745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817205,0.01576684,0.00002408401,0.0002453371,0.0001372019,0.000491883,0.00003154223,0.00001976436,0.001562861],"genre_scores_gemma":[0.9974339,0.001860655,0.0004167156,0.00005855902,0.00007706734,0.00004607166,0.00002364982,0.00001661524,0.0000667713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04805697,"threshold_uncertainty_score":0.5364613,"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."}}