{"id":"W7116687505","doi":"10.3390/diseases14010002","title":"The Impact of Proactive Fecal Calprotectin Collection in an Outreach Protocol for Biologic-Naïve Ulcerative Colitis Patients–Ulcerative Colitis Clinical Outreach (UCCO)","year":2025,"lang":"en","type":"article","venue":"Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Outreach; Calprotectin; Ulcerative colitis; Colitis; Feces; Protocol (science)","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":[0.0003697355,0.0003191271,0.0003600693,0.00009035084,0.000332767,0.00006654891,0.0002504199,0.0002543693,0.00001700752],"category_scores_gemma":[0.001255743,0.0002288086,0.0004001785,0.0001927522,0.0003911712,0.00002214212,0.0001056591,0.0001661491,0.000001861726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133948,"about_ca_system_score_gemma":0.0009699057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835414,"about_ca_topic_score_gemma":0.001520352,"domain_scores_codex":[0.997113,0.001047275,0.0006410133,0.0006332751,0.0001444412,0.0004209217],"domain_scores_gemma":[0.998214,0.0002129801,0.0002908496,0.0004222439,0.0006755948,0.0001842999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0622205,0.003707416,0.9136143,0.0001264158,0.0006298229,0.00001319315,0.0003055871,0.00009580529,0.0002788321,0.0004938897,0.00462433,0.01388988],"study_design_scores_gemma":[0.005112861,0.002445631,0.9884605,0.00004150962,0.00005640219,4.646298e-7,0.000367871,0.0005800911,0.00167696,0.0006573522,0.0003501477,0.0002502353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137423,0.00001013423,0.0002118558,0.0000361486,0.00009058052,0.08435955,0.001106897,0.00002446788,0.0004180528],"genre_scores_gemma":[0.8307154,0.000003988237,0.00006511645,0.00004712547,0.0001101651,0.1684038,0.0003776255,0.00002209431,0.0002547853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08404421,"threshold_uncertainty_score":0.9330542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377013759334826,"score_gpt":0.3780329716365261,"score_spread":0.3542628340431778,"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."}}