{"id":"W1977957093","doi":"10.1016/j.prp.2008.11.011","title":"Diagnostic utility of CD56 immunohistochemistry in papillary carcinoma of the thyroid","year":2009,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Thyroid; Pathology; Immunohistochemistry; Medicine; Thyroiditis; Hyperplasia; Thyroid carcinoma; Follicular phase; Follicular cell; 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":[0.001543071,0.00008523239,0.0002514892,0.00006502772,0.00006226543,0.000004240339,0.0001098945,0.00009648261,0.00004468453],"category_scores_gemma":[0.006456472,0.00005304601,0.00004695396,0.0002555852,0.000417922,0.00006387987,0.00008017677,0.0004334473,0.000001988729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004837302,"about_ca_system_score_gemma":0.0001972321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002356619,"about_ca_topic_score_gemma":0.000009287154,"domain_scores_codex":[0.9984623,0.0005157382,0.0002520694,0.0002277804,0.0002925773,0.0002495403],"domain_scores_gemma":[0.99577,0.003351362,0.0001060224,0.0004701522,0.0002309841,0.00007152383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002679658,0.003064573,0.8175169,0.000287103,0.00006375988,0.001086288,0.001336392,5.218118e-7,0.155181,0.0008091056,0.002081001,0.01589373],"study_design_scores_gemma":[0.001263811,0.001298131,0.9649009,0.00009220032,0.00004546765,0.0003738705,0.0005062224,0.000004484016,0.02955171,0.00127753,0.0006405996,0.00004510552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626955,0.01780675,0.000001625499,0.009128823,0.00003477245,0.000380843,0.00001599969,0.000003758181,0.009931977],"genre_scores_gemma":[0.9960492,0.003434449,0.0001580424,0.0001810276,0.00002698502,0.00003408877,0.000004892618,0.00000489707,0.0001064291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147384,"threshold_uncertainty_score":0.7729467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226715147063429,"score_gpt":0.3965566487505178,"score_spread":0.3442894972798836,"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."}}