{"id":"W4403435556","doi":"10.1111/apt.18231","title":"Review article: Measuring disease severity in inflammatory bowel disease – Beyond treat to target","year":2024,"lang":"en","type":"review","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Disease; Inflammatory bowel disease; Ulcerative colitis; Psychosocial; Severity of illness; Crohn's disease; MEDLINE; Quality of life (healthcare); Intensive care medicine; Natural history; Immunology; Internal medicine; Psychiatry","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":[0.002013499,0.001151318,0.002554573,0.003684041,0.0003601079,0.002459964,0.001311844,0.002161599,0.005699837],"category_scores_gemma":[0.008874458,0.0002705934,0.001395043,0.005082069,0.0008808454,0.002380408,0.001040279,0.002597275,0.001613852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712942,"about_ca_system_score_gemma":0.00337793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868882,"about_ca_topic_score_gemma":0.003162936,"domain_scores_codex":[0.9979879,0.0007880658,0.0003917697,0.0002141517,0.0005370133,0.00008108315],"domain_scores_gemma":[0.9947343,0.003332215,0.0006225745,0.00006373794,0.001061437,0.0001858241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001768664,0.00005744762,0.000697166,0.1440022,0.0006445451,0.0002736374,0.0003366433,0.0004514291,0.0003570228,0.003320808,0.2080204,0.6416617],"study_design_scores_gemma":[0.00007680787,0.0001946354,0.004341837,0.1409216,0.001207546,0.002329434,0.0004241009,0.0001712832,0.0001633226,0.003442408,0.8466645,0.00006258899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005971506,0.9965064,0.0000755168,0.001499796,0.001332399,0.00001561451,0.00004508935,0.000004009357,0.0004614851],"genre_scores_gemma":[0.0008109731,0.9960507,0.0001719646,0.001163276,0.001447318,0.0000217476,0.00004623979,0.000002519932,0.0002853478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005699837,"threshold_uncertainty_score":0.01906788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095381590706454,"score_gpt":0.3408289420853725,"score_spread":0.309875126178308,"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."}}