{"id":"W3007665951","doi":"10.1093/jcag/gwz047.257","title":"A258 ASSOCIATION BETWEEN SYMPTOMS AND INFLAMMATORY BOWEL DISEASE ACTIVITY USING INFLAMMATORY BOWEL DISEASE SYMPTOM INVENTORY – A RETROSPECTIVE ANALYSIS FROM THE MANITOBA LIVING WITH IBD STUDY","year":2020,"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":"University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Internal medicine; Calprotectin; Disease; Crohn's disease; Population; Gastroenterology; Faecal calprotectin; Abdominal pain","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059251,0.0002114446,0.00061236,0.000251669,0.0002536457,0.00006080147,0.0002709804,0.0001147007,0.00003257841],"category_scores_gemma":[0.001620868,0.000158786,0.0002863614,0.0002619748,0.00008850049,0.0002035213,0.0001036717,0.0006333783,9.132835e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004989243,"about_ca_system_score_gemma":0.001089267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007498638,"about_ca_topic_score_gemma":0.2821176,"domain_scores_codex":[0.996979,0.0009910405,0.0006104769,0.0002555573,0.0007697391,0.0003942013],"domain_scores_gemma":[0.9959483,0.0002918739,0.002153903,0.0002926244,0.0005113266,0.0008019428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004591983,0.0000648444,0.9932606,0.00002843287,0.004258518,0.00004129254,0.001370389,0.000144075,0.00008534335,0.000002654699,0.0002727408,0.00001195669],"study_design_scores_gemma":[0.001787914,0.0004712992,0.9910834,0.000148652,0.005380712,0.000002557665,0.000390916,0.0006065481,0.000003657112,0.00001754776,0.00002478542,0.00008205746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908658,0.00003679148,0.00003943133,0.008174056,0.0001615719,0.0005047144,0.0002001282,0.000009317321,0.000008170496],"genre_scores_gemma":[0.9982468,0.000009422046,0.0000183572,0.001172336,0.0004846698,0.00000583469,0.000006380403,0.00002339352,0.00003276955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274619,"threshold_uncertainty_score":0.9991105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00881126060163339,"score_gpt":0.2255717041812113,"score_spread":0.2167604435795779,"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."}}