{"id":"W2796428041","doi":"10.1097/pai.0000000000000652","title":"Efficacy of GATA3 Versus BRST2 for the Identification of Metastatic Breast Carcinoma in the Upper GI Tract: Which Performs Better?","year":2018,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"GATA3; Medicine; Estrogen receptor; Staining; Progesterone receptor; Immunohistochemistry; Metastatic breast cancer; Estrogen; Internal medicine; Breast cancer; Pathology; Gastroenterology; Cancer; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01820342,0.0009407153,0.001833733,0.002056869,0.0003092696,0.001355571,0.0006879187,0.001623974,0.001021083],"category_scores_gemma":[0.01126334,0.0004662808,0.001215285,0.001107423,0.001029925,0.001754172,0.0005824632,0.0007052614,0.0007608635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608547,"about_ca_system_score_gemma":0.0002361016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007039959,"about_ca_topic_score_gemma":0.002081431,"domain_scores_codex":[0.9946578,0.002425981,0.0007960642,0.0009204753,0.0008318697,0.0003677671],"domain_scores_gemma":[0.9913873,0.004704517,0.00121356,0.0007361201,0.001332968,0.0006254839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006491108,0.0001312864,0.8766675,0.0004751821,0.0007693663,0.0004005479,0.0003800369,0.0006148269,0.03129784,0.0001089909,0.0005546106,0.08210864],"study_design_scores_gemma":[0.0003438043,0.008109009,0.9304925,0.0002859751,0.002346925,0.00465476,0.0008315915,0.01407376,0.03200732,0.000921712,0.005756859,0.000175893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625319,0.03007033,0.003134608,0.001141386,0.0002138421,0.00006360387,0.0001871469,0.000087031,0.002570158],"genre_scores_gemma":[0.9917023,0.002745027,0.004217802,0.0002940391,0.0002487444,0.00002177126,0.0002978051,0.000039513,0.0004330277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01820342,"threshold_uncertainty_score":0.09627002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928064793672776,"score_gpt":0.2943575256203661,"score_spread":0.2750768776836384,"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."}}