{"id":"W4213338449","doi":"10.1093/jcag/gwab049.058","title":"A59 A RARE PRESENTATION OF COLLAGENOUS GASTRODUODENITIS WITH 10 YEAR FOLLOW UP","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Saskatchewan; University of British Columbia","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Gastritis; Iron-deficiency anemia; Gastroenterology; Past medical history; Internal medicine; Anemia; Medical history; Rare disease; Pathology; Stomach; Endoscopy; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.000451539,0.00007213128,0.0003464169,0.0002341478,0.0001024485,0.000006236342,0.0001784742,0.00004230312,0.0008700404],"category_scores_gemma":[0.0002366197,0.00006123226,0.0001391004,0.0001615608,0.00004340154,0.00003839189,0.00003619265,0.0002379963,0.000001062349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460163,"about_ca_system_score_gemma":0.0009406121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005519882,"about_ca_topic_score_gemma":0.251712,"domain_scores_codex":[0.9985197,0.000294245,0.0004205967,0.00007751362,0.0004534142,0.0002344828],"domain_scores_gemma":[0.9980338,0.00004362866,0.001140361,0.0001536822,0.0004921246,0.0001363721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501694,0.00005317844,0.9617968,0.0000262541,0.0003119005,0.00003957024,0.0007726429,0.0001477744,0.001567836,0.00001654845,0.03370616,0.00005969504],"study_design_scores_gemma":[0.009003688,0.005846711,0.9738454,0.00007870056,0.0003743015,0.001141677,0.001002818,0.00002280115,0.0005596066,0.00004441702,0.008025533,0.0000543453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906925,0.00001417269,0.00002024338,0.008193345,0.0004183998,0.0002222277,0.0001495711,0.000001939471,0.0002876303],"genre_scores_gemma":[0.9951349,0.00000393182,0.0003799772,0.0004660577,0.00008294621,0.000004700635,0.000009799529,0.00001180845,0.003905888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461921,"threshold_uncertainty_score":0.9526333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007491342177085792,"score_gpt":0.2219327363045129,"score_spread":0.2144413941274271,"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."}}