{"id":"W3165503655","doi":"10.1186/s12876-021-01817-2","title":"A multicenter, prospective, inpatient feasibility study to evaluate the use of an intra-colonoscopy cleansing device to optimize colon preparation in hospitalized patients: the REDUCE study","year":2021,"lang":"en","type":"article","venue":"BMC Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitätsmedizin der Johannes Gutenberg-Universität Mainz; York University; NYU Langone Medical Center","keywords":"Medicine; Colonoscopy; Hepatology; Multicenter study; Prospective cohort study; Internal medicine; Cathartic; Colorectal surgery; Emergency medicine; Intensive care medicine; General surgery; Abdominal surgery; Colorectal cancer; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003073353,0.0009846654,0.001187939,0.0003577662,0.0005176695,0.0006864265,0.0006364059,0.0006558591,0.001793916],"category_scores_gemma":[0.003671204,0.0005975278,0.001263836,0.0003608677,0.0004360072,0.0006271893,0.0006694289,0.000876377,0.0004238526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635786,"about_ca_system_score_gemma":0.001258754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013601,"about_ca_topic_score_gemma":0.002151228,"domain_scores_codex":[0.9976805,0.001496023,0.0001538289,0.0002307059,0.0002640419,0.0001748524],"domain_scores_gemma":[0.9956552,0.0008523454,0.001607335,0.0005431887,0.0005457269,0.0007962016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1338765,0.04857414,0.7691849,0.0008178436,0.002218857,0.0003970609,0.0007261853,0.0003765158,0.01306147,0.0001879959,0.001503707,0.02907477],"study_design_scores_gemma":[0.02125859,0.3399654,0.6311726,0.00006232077,0.001454191,0.0006472718,0.0008032186,0.001070835,0.001915523,0.00006325186,0.001517197,0.00006960041],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986898,0.0001410717,0.00020332,0.00006189732,0.00001110492,0.0004532804,0.0002000843,0.000006001791,0.0002335201],"genre_scores_gemma":[0.9958823,0.0002030439,0.001592599,0.0002772853,0.0001138455,0.0009026252,0.0007808487,0.000006764484,0.0002408056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003073353,"threshold_uncertainty_score":0.01625365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06379505721755258,"score_gpt":0.3618555345834263,"score_spread":0.2980604773658738,"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."}}