{"id":"W2067433154","doi":"10.1038/modpathol.3880312","title":"Immunohistochemical Diagnosis of Papillary Thyroid Carcinoma","year":2001,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":341,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Pathology; Immunohistochemistry; Staining; Thyroid carcinoma; Medicine; Thyroid nodules; Carcinoma; Thyroid; Malignancy; 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":[0.00007158753,0.0001569664,0.000422414,0.00007790224,0.00003476986,0.000002652511,0.00008476854,0.00013818,0.0001953974],"category_scores_gemma":[0.0000325794,0.0001337359,0.0001564697,0.0000974626,0.0001312022,0.00002663288,0.0000571187,0.0001253924,0.00003565821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138416,"about_ca_system_score_gemma":0.00005624635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006092884,"about_ca_topic_score_gemma":0.000006263686,"domain_scores_codex":[0.9989576,0.00003825968,0.0002757548,0.0003142437,0.0001487914,0.0002653528],"domain_scores_gemma":[0.999224,0.00006290292,0.00008215636,0.0004662441,0.00006714999,0.00009754337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003203781,0.0009053834,0.8901361,0.00004634875,0.00008562957,0.001754017,0.0005541662,0.000007084443,0.08432995,0.0002180057,0.002661668,0.01898122],"study_design_scores_gemma":[0.005774956,0.002369162,0.8566993,0.0001003144,0.0004419695,0.002420457,0.0000796626,0.0002038105,0.1232878,0.001860275,0.006413988,0.0003483616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778884,0.01695612,0.0001672001,0.001253169,0.0001136007,0.0002434345,0.00001631979,0.00004286581,0.00331891],"genre_scores_gemma":[0.9962492,0.002214636,0.000423694,0.000515909,0.0000881299,0.0002103783,0.00003709014,0.00002584664,0.000235142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03895783,"threshold_uncertainty_score":0.5453591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614443953260023,"score_gpt":0.2649063534660525,"score_spread":0.2487619139334523,"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."}}