{"id":"W1990502615","doi":"10.1186/1746-1596-3-5","title":"Application of CD56, P63 and CK19 immunohistochemistry in the diagnosis of papillary carcinoma of the thyroid","year":2008,"lang":"en","type":"article","venue":"Diagnostic Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Pathology; Medicine; Thyroid; Thyroiditis; Immunohistochemistry; Follicular cell; Thyroid carcinoma; Pathological; Hyperplasia; Thyroid cancer; Goiter; Follicular phase; Internal medicine; Disease","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":[0.0001721271,0.000124622,0.0003876019,0.0000494392,0.00003837152,8.040495e-7,0.0001607878,0.00009840893,0.000009011759],"category_scores_gemma":[0.0005065575,0.00007643892,0.00009761513,0.0002044049,0.0004831286,0.00001620126,0.00006281586,0.0001231592,0.000001001987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869578,"about_ca_system_score_gemma":0.00007735559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021408,"about_ca_topic_score_gemma":0.00001032715,"domain_scores_codex":[0.9989899,0.00009835319,0.0003924303,0.0002020548,0.0001749738,0.0001422754],"domain_scores_gemma":[0.9978681,0.001227611,0.0002456839,0.0005593301,0.00007143493,0.00002789092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003874661,0.0005565528,0.9777161,0.0001189008,0.00002339264,0.00007638264,0.001334011,0.00000608648,0.01784704,0.0003675506,0.0003344693,0.001580739],"study_design_scores_gemma":[0.001193608,0.0003345947,0.9444649,0.00008840187,0.0001182198,0.0002716399,0.0002150524,0.000007084277,0.05297912,0.0001937761,0.00007817694,0.00005539274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821836,0.01591656,0.0000160399,0.0008651649,0.00004510544,0.0005671707,0.00004726858,0.000004291252,0.0003547683],"genre_scores_gemma":[0.9952649,0.003955334,0.00006981955,0.0002096817,0.00002591158,0.0004405902,0.00001684903,0.00001008909,0.000006819749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03513208,"threshold_uncertainty_score":0.3117089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159501478414774,"score_gpt":0.2513242388665871,"score_spread":0.2397292240824394,"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."}}