{"id":"W2077600349","doi":"10.1016/j.prp.2013.06.012","title":"Immunohistochemical markers in the diagnosis of papillary thyroid carcinomas: The promising role of combined immunostaining using HBME-1 and CD56","year":2013,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer","keywords":"Immunohistochemistry; Immunostaining; Pathology; Thyroid carcinoma; Medicine; Thyroid; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002737066,0.0001143173,0.000284669,0.0001108597,0.0001738943,0.00002943975,0.0001293651,0.00008914246,0.00002588589],"category_scores_gemma":[0.002141065,0.0000617957,0.00003731885,0.0002516985,0.0007628388,0.0001670503,0.0001557945,0.0004994791,0.000001136838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006323872,"about_ca_system_score_gemma":0.0001238665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785591,"about_ca_topic_score_gemma":0.0000108381,"domain_scores_codex":[0.9977537,0.001073015,0.0003000074,0.0002340387,0.0003137573,0.0003255073],"domain_scores_gemma":[0.9935711,0.005605873,0.0001458819,0.0003634891,0.0002540786,0.00005959524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00389911,0.001554626,0.6491946,0.0003236407,0.0003328424,0.0003395556,0.01721831,0.000001835429,0.3059314,0.001260145,0.0006779814,0.01926596],"study_design_scores_gemma":[0.005533092,0.005235035,0.8809844,0.0004578415,0.0003346674,0.001537086,0.07860564,0.0002550752,0.02231682,0.003171116,0.001347768,0.0002214113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629567,0.02730203,0.00000114185,0.007198671,0.00001907112,0.0009765319,0.000005567147,0.000003930546,0.001536357],"genre_scores_gemma":[0.9935978,0.005365178,0.0005501665,0.000166516,0.00002325229,0.0002685311,0.000005601607,0.00001207783,0.00001088202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2836146,"threshold_uncertainty_score":0.2810712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05702100577561647,"score_gpt":0.370399017307026,"score_spread":0.3133780115314095,"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."}}