{"id":"W4309665043","doi":"10.1097/dcr.0000000000002563","title":"Measurement of Disease Activity of Pouchitis","year":2022,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Pouchitis; Medicine; Ulcerative colitis; Internal medicine; Anastomosis; Inflammatory bowel disease; Occult; Gastroenterology; Complication; Disease; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002373889,0.0006564582,0.0008681663,0.001665605,0.0002468612,0.001088612,0.0006702521,0.0005074343,0.002693595],"category_scores_gemma":[0.00383319,0.0001177367,0.000332466,0.001381053,0.0004718358,0.0004827637,0.0004917723,0.0007975249,0.0007603329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069725,"about_ca_system_score_gemma":0.0003791483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007057997,"about_ca_topic_score_gemma":0.001248602,"domain_scores_codex":[0.9965037,0.001508452,0.0004316046,0.0002711721,0.001122759,0.0001623986],"domain_scores_gemma":[0.9955627,0.0009146731,0.00166821,0.000196861,0.001087974,0.0005696666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001406678,0.001005448,0.8494339,0.001939724,0.0004702474,0.0003470221,0.0002845932,0.0004600021,0.01545661,0.0003981567,0.004341973,0.1244556],"study_design_scores_gemma":[0.0001232994,0.00314691,0.9734513,0.0004072931,0.0003034375,0.002675542,0.00032207,0.001120899,0.008013593,0.0004000317,0.00997705,0.00005867826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8661433,0.05954627,0.01726647,0.002410704,0.000896188,0.001699954,0.007815287,0.0004312867,0.0437905],"genre_scores_gemma":[0.9712167,0.007951522,0.01307432,0.0004555238,0.000344802,0.000604532,0.002511884,0.00002669048,0.003814041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002693595,"threshold_uncertainty_score":0.01255447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008220646128822675,"score_gpt":0.2185210106792949,"score_spread":0.2103003645504722,"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."}}