{"id":"W2773691909","doi":"10.1177/1066896917741548","title":"“Noninvasive Follicular Thyroid Neoplasm With Papillary-Like Nuclear Features” With Focal Spindle Cell Metaplasia","year":2017,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Thyroid neoplasm; Pathology; Thyroid; Medicine; Thyroid carcinoma; Follicular phase; Adenoma; Nodule (geology); Follicular cell; Neoplasm; Biology; 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":[0.0001838089,0.0002353034,0.0005595305,0.0001403991,0.0001430588,0.00009825212,0.0004134432,0.0001402249,0.0001606668],"category_scores_gemma":[0.0000286244,0.0001386066,0.0002545566,0.00003989218,0.0002724834,0.0001994985,0.00008738791,0.0004514903,0.00003456342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153672,"about_ca_system_score_gemma":0.0001901078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855199,"about_ca_topic_score_gemma":0.00003119932,"domain_scores_codex":[0.9983199,0.00005961217,0.0003607701,0.0002743366,0.0007267268,0.0002586361],"domain_scores_gemma":[0.9981056,0.00009572852,0.0006439413,0.0003304815,0.00056957,0.0002546759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.02021964,0.004197191,0.1792206,0.00006840274,0.005382369,0.753523,0.001068774,0.0004105165,0.005205026,0.005097223,0.01172686,0.01388042],"study_design_scores_gemma":[0.05103252,0.01863658,0.409273,0.0008501289,0.00162285,0.2960351,0.0005010527,0.00002894688,0.01373778,0.0004131524,0.2071284,0.0007405008],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812763,0.001537566,0.00007031231,0.008633677,0.000597227,0.0001709515,0.00001853316,0.00001441894,0.007680988],"genre_scores_gemma":[0.9951423,0.001359397,0.001953805,0.0005554566,0.000515156,0.000008248878,0.00001027417,0.00003525164,0.0004201139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4574879,"threshold_uncertainty_score":0.5652213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008857297764822428,"score_gpt":0.2601040609780293,"score_spread":0.2512467632132069,"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."}}