{"id":"W2785663620","doi":"10.1007/s00268-018-4505-1","title":"Noninvasive Follicular Thyroid Neoplasm with Papillary‐Like Nuclear Features (NIFTP): Trading Six for a Risky Half Dozen: Reply","year":2018,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cardiothoracic surgery; Cardiac surgery; Dozen; Abdominal surgery; General surgery; Thyroid neoplasm; Radiology; Thyroid carcinoma; Thyroid; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007091464,0.0007957343,0.002358908,0.001061503,0.0002735223,0.0001647864,0.0002679242,0.0004276223,0.0002310024],"category_scores_gemma":[0.0001411501,0.0005495446,0.001718866,0.0004710833,0.0002029096,0.0002146875,0.00004117933,0.0018685,0.0000222645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005515984,"about_ca_system_score_gemma":0.000792609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008599926,"about_ca_topic_score_gemma":0.00007783292,"domain_scores_codex":[0.9960365,0.0001339449,0.001197088,0.0006560895,0.001124899,0.0008514415],"domain_scores_gemma":[0.994754,0.001570565,0.00194307,0.0007162896,0.000654883,0.0003611629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001244844,0.0001982297,0.00253194,0.0004651734,0.002979017,0.01915517,0.0002461812,0.000003754504,0.00006945879,0.00001092953,0.9715345,0.001560825],"study_design_scores_gemma":[0.002912371,0.001333193,0.001924803,0.004594047,0.002471841,0.007823133,0.00008091308,0.000002490329,0.000605684,0.00005950578,0.9776197,0.0005723116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04592559,0.03859339,0.00004080553,0.9059841,0.004621308,0.001833067,0.0001796811,0.0001210797,0.00270095],"genre_scores_gemma":[0.09277945,0.0106232,0.005421211,0.838469,0.03959848,0.000209443,0.000362459,0.0008982705,0.01163846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06751508,"threshold_uncertainty_score":0.9996956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034636538184181,"score_gpt":0.2443995460268727,"score_spread":0.2240531806450309,"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."}}