{"id":"W2165294540","doi":"10.1053/j.gastro.2013.03.025","title":"The Role of Centralized Reading of Endoscopy in a Randomized Controlled Trial of Mesalamine for Ulcerative Colitis","year":2013,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":223,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Robarts Clinical Trials; Mount Sinai Hospital; Western University","funders":"Janssen Biotech; Genentech; Glenmark Pharmaceuticals; Bristol-Myers Squibb; AstraZeneca; Braintree Laboratories; Eisai; Ankara Universitesi; Novo Nordisk; Teva Pharmaceutical Industries; Otsuka America; Biogen; GlaxoSmithKline; City, University of London; Dr. Falk Pharma; Pfizer; Takeda Oncology; Tillotts Pharma; Amgen; ActoGeniX; Sanofi; UCB Pharma; Abbott Laboratories","keywords":"Ulcerative colitis; Medicine; Randomized controlled trial; Endoscopy; Reading (process); Gastroenterology; Internal medicine; Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007623597,0.0001259806,0.0009140667,0.00005476597,0.00002031451,0.000003714515,0.0001625547,0.0000828424,0.00001988341],"category_scores_gemma":[0.0007897174,0.00008821902,0.0003631956,0.00002399175,0.0003189182,0.000003619964,0.00004473614,0.00004195406,3.580409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008634141,"about_ca_system_score_gemma":0.00005463616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004207812,"about_ca_topic_score_gemma":0.0001466304,"domain_scores_codex":[0.9979334,0.0007130287,0.0008337402,0.0001613338,0.00008236359,0.0002760703],"domain_scores_gemma":[0.9987444,0.0002439343,0.0005469181,0.0002218972,0.0002016736,0.00004121566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8728039,0.0001144294,0.003687185,0.00001908743,0.0002765961,6.47577e-7,0.00007188278,0.00001458301,0.1222933,0.0006024565,0.00005305598,0.00006288698],"study_design_scores_gemma":[0.9551541,0.00100972,0.004839612,0.00001585569,0.00008355679,0.000001417305,0.0001216436,0.0004335963,0.03763074,0.0006254454,0.00004166284,0.0000426194],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950762,0.00006215157,0.0003176561,0.00007411982,0.0001265213,0.004147927,0.00003722469,0.000002160636,0.0001560394],"genre_scores_gemma":[0.998006,0.00007220657,0.0004019159,0.00003302016,0.00004736551,0.001342254,0.00003235946,0.00001132481,0.00005352934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08466256,"threshold_uncertainty_score":0.3597467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003406269172036698,"score_gpt":0.2293214511308775,"score_spread":0.2259151819588408,"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."}}