{"id":"W2788287515","doi":"10.1016/j.gie.2018.02.030","title":"Narrow-band imaging of a gastric carcinoma with lymphoid stroma associated with Epstein-Barr virus","year":2018,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Submucosa; Pathology; Malignancy; Adenocarcinoma; Lymphatic system; Stroma; Cancer; Internal medicine; Immunohistochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002987707,0.0004758123,0.0007215348,0.0003190292,0.0001460464,0.00003413435,0.0002378444,0.00004587354,0.0002655264],"category_scores_gemma":[0.0006433789,0.0003757464,0.0001050746,0.0007823941,0.0009388992,0.0001650414,0.00004962499,0.0003186394,0.00003847318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989586,"about_ca_system_score_gemma":0.0006393351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00054154,"about_ca_topic_score_gemma":0.0001309431,"domain_scores_codex":[0.9970887,0.0001173935,0.0005259636,0.0006305593,0.0007703237,0.0008670893],"domain_scores_gemma":[0.9974719,0.000275794,0.0004511291,0.000610769,0.000780818,0.0004095368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002169964,0.0002530961,0.7264628,0.00006257007,0.00005963985,0.001069016,0.0001442037,0.000005679273,0.2693199,0.00002393391,0.0003044018,0.0001248117],"study_design_scores_gemma":[0.01357747,0.01771084,0.7644176,0.003212139,0.000540313,0.06699332,0.0003490506,0.0004620831,0.13221,0.00004074375,0.0000214571,0.0004649956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917929,0.0002196666,0.001731685,0.0003021764,0.00005718038,0.0005103449,0.00006920112,0.0001840781,0.005132797],"genre_scores_gemma":[0.9588586,0.00000115421,0.04021676,0.000202303,0.000246138,0.00002834093,0.00004862164,0.000102547,0.0002955327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371099,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049209629780137,"score_gpt":0.2384625970119053,"score_spread":0.2279705007141039,"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."}}