{"id":"W4289779417","doi":"10.1016/j.cgh.2022.07.027","title":"Prognostic Value of Fecal Calprotectin to Inform Treat-to-Target Monitoring in Ulcerative Colitis","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Calprotectin; Internal medicine; Ulcerative colitis; Colectomy; Gastroenterology; Hazard ratio; Confidence interval; Odds ratio; Biomarker; Inflammatory bowel disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00694223,0.0004992723,0.0009725814,0.0004984427,0.0002046298,0.0007888257,0.000424248,0.0006166694,0.0009145413],"category_scores_gemma":[0.01075464,0.0002487554,0.0009841617,0.0005958104,0.0003218567,0.0005390939,0.0004184362,0.000837971,0.0001172997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648621,"about_ca_system_score_gemma":0.0003678286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197271,"about_ca_topic_score_gemma":0.000802589,"domain_scores_codex":[0.9979741,0.001389154,0.0001360932,0.0002485705,0.0001741376,0.00007794913],"domain_scores_gemma":[0.9895892,0.005699715,0.0032678,0.0005257442,0.0004737685,0.0004437971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02861864,0.000312345,0.9367815,0.000295252,0.002831971,0.00003874164,0.00004248433,0.001411875,0.0007672699,0.0000376735,0.0004200245,0.02844238],"study_design_scores_gemma":[0.002755653,0.01119494,0.9707078,0.0001131135,0.005290756,0.0002702127,0.00006426971,0.006846479,0.001164622,0.0002151919,0.001354012,0.00002304067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910821,0.006883791,0.0006227648,0.0002458589,0.00003435956,0.00006860959,0.0003748757,0.00001307576,0.0006745909],"genre_scores_gemma":[0.9982412,0.0005359811,0.0005697644,0.00009988666,0.00004225609,0.00003403717,0.0003799086,0.000002542256,0.0000944902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00694223,"threshold_uncertainty_score":0.03671443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822336160634296,"score_gpt":0.3115414805995597,"score_spread":0.2933181189932167,"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."}}