{"id":"W4226391358","doi":"10.1002/9781119600527.ch96","title":"Endoscopic mucosal biopsy: histopathological interpretation","year":2022,"lang":"en","type":"other","venue":"","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Muscularis mucosae; Lamina propria; Submucosa; Stomach; Pathology; Biopsy; Medicine; Esophagus; Hyperplastic Polyp; Gastrointestinal tract; Hyperplasia; Anatomy; Epithelium; Gastroenterology; Internal medicine; Colonoscopy; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006115276,0.0005659639,0.0003714037,0.002494201,0.0003077865,0.0007794979,0.0003099499,0.0007233394,0.008248376],"category_scores_gemma":[0.0006352975,0.0002971752,0.00024317,0.0008210913,0.0004455025,0.001101255,0.0005219959,0.0009212409,0.006540734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886334,"about_ca_system_score_gemma":0.0002128366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004869725,"about_ca_topic_score_gemma":0.0006722311,"domain_scores_codex":[0.9997556,0.00004772194,0.00002474795,0.00002887027,0.0001168012,0.0000262163],"domain_scores_gemma":[0.9998168,0.00003965849,0.00002404466,0.00002264475,0.00007139727,0.00002539926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005265083,0.0001590375,0.01297238,0.002632819,0.0001330411,0.07985851,0.0006211115,0.0006104403,0.168342,0.005925201,0.06250595,0.665713],"study_design_scores_gemma":[0.00002909681,0.0002110379,0.03882884,0.002604443,0.00009890222,0.43422,0.001130662,0.0011904,0.03014324,0.006315636,0.4851406,0.0000871618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1136416,0.4002765,0.1478708,0.00785573,0.004024323,0.0008827286,0.003233762,0.002588419,0.3196261],"genre_scores_gemma":[0.4661297,0.2493832,0.1576499,0.008295874,0.005316158,0.0003491216,0.002549266,0.001011031,0.1093158],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008248376,"threshold_uncertainty_score":0.02759361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264406779228863,"score_gpt":0.2670753035336199,"score_spread":0.2544312357413313,"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."}}