{"id":"W4389312247","doi":"10.1016/j.cgh.2023.11.032","title":"Reliability and Responsiveness of Histologic Indices for the Assessment of Crohn’s Disease Activity","year":2023,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McGill University Health Centre; Vancouver General Hospital; Western University","funders":"UCB Pharma; Wyeth Pharmaceuticals; Takeda Oncology; Genentech; Norgine; Dr. Falk Pharma; Medac; Astellas Pharma; Eisai; Celltrion; Sun Pharma; European Crohn's and Colitis Organisation; Boston Pharmaceuticals; Mylan; Novo Nordisk; Verily Life Sciences; Teva Pharmaceutical Industries; Ablynx; Gilead Sciences; Amgen; ActoGeniX; Sanofi; Celgene; Pfizer; Biogen; GlaxoSmithKline; Tillotts Pharma; Allergan; AstraZeneca; Eli Lilly and Company; Samsung; Bristol-Myers Squibb","keywords":"Medicine; Crohn's disease; Reliability (semiconductor); Disease; Crohn disease; Internal medicine; Gastroenterology","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":[0.02200099,0.000843311,0.0008673415,0.003031012,0.0003882317,0.001550242,0.0008332422,0.001400683,0.001140548],"category_scores_gemma":[0.07362736,0.000389227,0.00114085,0.001309006,0.001231757,0.001533512,0.001321373,0.001333456,0.00092756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004555623,"about_ca_system_score_gemma":0.0003787222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394471,"about_ca_topic_score_gemma":0.001284819,"domain_scores_codex":[0.9844736,0.008108517,0.001468816,0.001880383,0.003390197,0.0006784282],"domain_scores_gemma":[0.8920419,0.07164144,0.01013707,0.01074381,0.01351901,0.001916872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009561973,0.00006306847,0.9870996,0.0000426131,0.0004988735,0.00005436214,0.0003127774,0.0008147482,0.0009690505,0.00007971393,0.000250823,0.008858117],"study_design_scores_gemma":[0.00003838025,0.0007479266,0.9902247,0.00004362644,0.0002433107,0.0003284862,0.0003987341,0.005512021,0.001105925,0.0004050016,0.0009202656,0.00003161412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840068,0.002890648,0.004698565,0.0002235904,0.000279043,0.00009146697,0.000572765,0.0001055178,0.007131592],"genre_scores_gemma":[0.9987332,0.0001451696,0.0004438521,0.0000452347,0.00005671051,0.00001760887,0.0002754786,0.00001855419,0.0002641706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02200099,"threshold_uncertainty_score":0.1163537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131300890544903,"score_gpt":0.3599264446672588,"score_spread":0.3286134357618097,"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."}}