{"id":"W4304822937","doi":"10.1111/apt.17241","title":"Urgency for bowel movements is a highly discriminatory symptom of active disease in persons with IBD (the Manitoba Living with IBD study)","year":2022,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Disease; Faecal calprotectin; Internal medicine; Calprotectin; Crohn's disease; Prospective cohort study; Gastroenterology; Severity of illness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008690965,0.0003936009,0.0004298177,0.0009293672,0.001072933,0.0007652314,0.0005176278,0.00044745,0.00152336],"category_scores_gemma":[0.001738466,0.0004130152,0.000478323,0.001262684,0.0003736413,0.0002932123,0.0009392729,0.0008874565,0.0002931466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768844,"about_ca_system_score_gemma":0.001279518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.170525,"about_ca_topic_score_gemma":0.3082957,"domain_scores_codex":[0.999613,0.000133682,0.00003623335,0.00007354729,0.00008597656,0.00005760661],"domain_scores_gemma":[0.9987759,0.00009787797,0.0004561833,0.00007028947,0.0001777158,0.0004220156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007787613,0.0000381756,0.9983096,0.00002318452,0.00005297806,0.00004049275,0.0001032259,0.00001179636,0.0001718832,0.00001143109,0.0003483017,0.0008110144],"study_design_scores_gemma":[0.000009473389,0.00003414109,0.99964,0.00001169238,0.00001738288,0.00003919939,0.00006843619,0.00002114786,0.000007922199,0.000005089872,0.0001437295,0.000001760844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912656,0.001940101,0.0001413359,0.0006230673,0.00004641521,0.0001479733,0.003461328,0.0000160636,0.002358093],"genre_scores_gemma":[0.9957345,0.0007437364,0.0002743624,0.0002036401,0.00004574386,0.00007333085,0.001946292,0.000003681223,0.000974784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.829475,"threshold_uncertainty_score":0.3390649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479518076284564,"score_gpt":0.2737536266384234,"score_spread":0.2589584458755778,"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."}}