{"id":"W2022015726","doi":"10.1080/00365520510011623","title":"Collagenous colitis and lymphocytic colitis: Patient characteristics and clinical presentation","year":2005,"lang":"en","type":"article","venue":"Scandinavian Journal of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; St Joseph's Health Centre; Western University","funders":"","keywords":"Lymphocytic colitis; Collagenous colitis; Microscopic colitis; Medicine; Colitis; Gastroenterology; Internal medicine; Inflammatory bowel disease; Diarrhea; Abdominal pain; Pathology; 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":[0.0002896359,0.000141526,0.0005817939,0.0001456275,0.0000639702,0.00003053732,0.00006113747,0.00009476561,0.0001047346],"category_scores_gemma":[0.0001364858,0.0001324998,0.00008143546,0.00004694579,0.000287068,0.00009243831,0.0000586022,0.0002158544,0.000003906496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747901,"about_ca_system_score_gemma":0.0001425772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002572808,"about_ca_topic_score_gemma":0.00009569392,"domain_scores_codex":[0.9982588,0.0001949933,0.0008526584,0.0001857319,0.0001711742,0.0003365935],"domain_scores_gemma":[0.9987302,0.0000791536,0.0004524697,0.0001310929,0.0001963535,0.0004107767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004891702,0.0001593019,0.9674712,0.00007227541,0.0001542745,0.000505405,0.0005443097,3.882545e-7,0.0001436374,0.0000268199,0.001044731,0.02498599],"study_design_scores_gemma":[0.005728741,0.008814368,0.9671852,0.0002284566,0.0002084436,0.0158037,0.0001862781,0.00007126038,0.00004421999,0.00003846927,0.001631677,0.00005920063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974408,0.0002820557,0.0001899781,0.001302567,0.0003771554,0.0002840363,0.00003369136,0.000007774845,0.00008199525],"genre_scores_gemma":[0.9954662,0.0007537957,0.001952696,0.001241849,0.0004598215,0.000003739143,0.000007499383,0.00001619169,0.00009818977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492679,"threshold_uncertainty_score":0.5403183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298849767316357,"score_gpt":0.2939423578640413,"score_spread":0.2809538601908777,"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."}}