{"id":"W3049621906","doi":"10.14740/gr1303","title":"Primary Localized Amyloidosis of the Intestine: A Pathologist Viewpoint","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amyloidosis; Medicine; Jejunum; Ileum; Sigmoid colon; Pathology; Duodenum; Small intestine; Gastroenterology; Large intestine; Amyloid (mycology); Internal medicine; Rectum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006198923,0.000217263,0.000369951,0.00006606078,0.0001300886,0.00001568018,0.0008431801,0.0001697118,0.00007258348],"category_scores_gemma":[0.00109724,0.0001538263,0.000244707,0.0002651544,0.001023041,0.00000432083,0.001234464,0.0004214101,0.00004722433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671761,"about_ca_system_score_gemma":0.0001160029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003231611,"about_ca_topic_score_gemma":0.00003868888,"domain_scores_codex":[0.9970989,0.0009060507,0.0004026642,0.000580812,0.0003659023,0.0006456706],"domain_scores_gemma":[0.9986679,0.00009893256,0.0001440989,0.0006786636,0.0002345511,0.0001758596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007298459,0.0002077593,0.7736827,0.0000548332,0.0001165093,0.0000160109,0.00007953796,0.00001953601,0.209114,0.00003109965,0.01541716,0.0005310269],"study_design_scores_gemma":[0.004624118,0.004609588,0.7723522,0.00007970526,0.00009712901,0.0001452256,0.0003204964,0.0000803942,0.2049522,0.0001382884,0.01233939,0.0002613381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786832,0.0005116686,0.0005504763,0.01920176,0.00009753888,0.0005191127,0.00005212461,0.00002080658,0.0003632903],"genre_scores_gemma":[0.9921573,0.0003570952,0.0008557405,0.00612262,0.0001204495,0.0001819155,0.00004947473,0.00003272127,0.0001226747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347408,"threshold_uncertainty_score":0.6272855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148912383589536,"score_gpt":0.324965942005206,"score_spread":0.2734768181693106,"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."}}