{"id":"W2606029030","doi":"10.14740/gr748w","title":"Collagenous Gastritis in a Young Female With IgA Deficiency","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Microscopic Colitis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Duodenitis; Esophagogastroduodenoscopy; Gastritis; Gastroenterology; Internal medicine; Abdominal pain; Disease; Colonoscopy; Scleroderma (fungus); Duodenal Diseases; Duodenum; Pathology; Endoscopy; Helicobacter pylori; Cancer","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":[0.0009977611,0.0001323084,0.0003462796,0.0003332226,0.0006634466,0.00007446718,0.0004776457,0.0000962675,0.0002615637],"category_scores_gemma":[0.0003174366,0.0001183139,0.00004023553,0.0001354572,0.0008394971,0.00008546284,0.0006940205,0.0006376775,0.00007121906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989227,"about_ca_system_score_gemma":0.000236855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077413,"about_ca_topic_score_gemma":0.01899194,"domain_scores_codex":[0.9974583,0.000189259,0.0002292778,0.0004594101,0.0004920328,0.001171705],"domain_scores_gemma":[0.9984735,0.00004786802,0.00006245344,0.0009681695,0.0002390703,0.0002089635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001206875,0.0002335288,0.9921238,0.00006861667,0.00001386926,0.001454402,0.0006145185,5.788728e-7,0.00331012,0.00003627532,0.0004726808,0.0004647083],"study_design_scores_gemma":[0.00387184,0.002455567,0.9908935,0.0001669673,0.000009413639,0.001798414,0.0002496731,0.0000183211,0.0002840836,0.00004545317,0.0001576499,0.00004914001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880317,0.0001044039,0.00006858406,0.002259871,0.00007986664,0.000717006,0.00001343564,0.00002266634,0.008702423],"genre_scores_gemma":[0.9972407,0.0000505247,0.0007652441,0.0001251026,0.00008287637,0.0001205784,0.000007464272,0.00002292308,0.001584599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691453,"threshold_uncertainty_score":0.9989089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06494484694171959,"score_gpt":0.3932147281244417,"score_spread":0.3282698811827221,"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."}}