{"id":"W2794921186","doi":"10.1093/ecco-jcc/jjy035","title":"Development of Reliable, Valid and Responsive Scoring Systems for Endoscopy and Histology in Animal Models for Inflammatory Bowel Disease","year":2018,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"Janssen Prevention Center","keywords":"Intraclass correlation; Endoscopy; Histology; Medicine; Inflammatory bowel disease; Gastroenterology; Colitis; Spearman's rank correlation coefficient; Correlation; Internal medicine; Pathology; Disease; Psychometrics; Statistics; Mathematics","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":[0.04019338,0.001289286,0.00199322,0.004869032,0.0008043196,0.00193873,0.001590354,0.001270782,0.0007424272],"category_scores_gemma":[0.03818561,0.0008144221,0.00131401,0.001968559,0.001199123,0.001888989,0.002191486,0.002102711,0.0005901429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286519,"about_ca_system_score_gemma":0.0017574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009617258,"about_ca_topic_score_gemma":0.002373516,"domain_scores_codex":[0.9730727,0.01169378,0.002676396,0.002338707,0.009588228,0.0006301146],"domain_scores_gemma":[0.951171,0.009229519,0.01188355,0.006180265,0.02026071,0.001274964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002401713,0.002665059,0.1654321,0.002239546,0.001197567,0.0002558155,0.001637041,0.01035506,0.4589619,0.002815653,0.005372018,0.3466666],"study_design_scores_gemma":[0.0006284391,0.01664303,0.5412486,0.00158761,0.00166924,0.001376358,0.001434345,0.1147797,0.2975115,0.004073599,0.01828389,0.00076361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.385825,0.004657953,0.5979517,0.000447952,0.0003738637,0.004971561,0.001424556,0.001230676,0.003116668],"genre_scores_gemma":[0.3523394,0.001913812,0.6349933,0.0001662587,0.0001107751,0.007077435,0.002227038,0.0001968111,0.0009752415],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04019338,"threshold_uncertainty_score":0.2125654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146634112333725,"score_gpt":0.2625618590947781,"score_spread":0.2478984478614056,"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."}}