{"id":"W4309096724","doi":"10.1111/apt.17261","title":"Non‐invasive monitoring and treat‐to‐target approach are cost‐effective in patients with mild–moderate ulcerative colitis","year":2022,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Ferring","keywords":"Medicine; Ulcerative colitis; Faecal calprotectin; Internal medicine; Clinical trial; Incidence (geometry); Calprotectin; 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":[0.002153199,0.00062917,0.001086257,0.0003964253,0.0001657175,0.001127395,0.000482295,0.0009372745,0.003500064],"category_scores_gemma":[0.008675952,0.0002868333,0.003078065,0.000452938,0.0003351689,0.0007937711,0.0006708416,0.001161315,0.0001358791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468671,"about_ca_system_score_gemma":0.001487798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506401,"about_ca_topic_score_gemma":0.004120241,"domain_scores_codex":[0.9980687,0.001408849,0.00008353423,0.0001292898,0.0001703182,0.0001392995],"domain_scores_gemma":[0.9958228,0.00326523,0.0005475698,0.00007158768,0.00007572034,0.0002170151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.06251875,0.002478781,0.05216398,0.006574499,0.006874985,0.0007577178,0.0001515874,0.5489488,0.003014379,0.004805983,0.003330444,0.3083801],"study_design_scores_gemma":[0.01395357,0.04664214,0.1689979,0.004480148,0.01355001,0.00230174,0.0004857741,0.7151379,0.003627162,0.02011248,0.01041903,0.0002921725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341351,0.03069793,0.02095395,0.003817389,0.0001905526,0.0006552074,0.00125668,0.0001694201,0.008123726],"genre_scores_gemma":[0.995263,0.001754361,0.002166653,0.0002160533,0.00002392696,0.00008517318,0.0002250143,0.000007069902,0.0002587796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003506401,"threshold_uncertainty_score":0.01170892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089050545832149,"score_gpt":0.2614794177630461,"score_spread":0.2505889123047246,"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."}}