{"id":"W2805413786","doi":"10.1016/j.gie.2018.04.2132","title":"Tu1073 THE DEVELOPMENT OF A NOVEL SMART PHONE APPLICATION AND THE QUALITY OF BOWEL PREPARATION FOR COLONOSCOPY, A RANDOMIZED CONTROLLED TRIAL PROTOCOL","year":2018,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Smart phone; Phone; Inflammatory bowel disease; Randomized controlled trial; Protocol (science); Colorectal cancer; Regimen; Multimedia; Medical emergency; Medical physics; Surgery; Disease; Internal medicine; Alternative medicine; Cancer; Computer science; Pathology","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":[0.005303214,0.0001634675,0.0007704999,0.00003574323,0.0002430622,0.0000129298,0.000176385,0.00006569349,0.00005916761],"category_scores_gemma":[0.003181532,0.00008730745,0.0002004034,0.000101392,0.001200585,0.00004419381,0.00005241071,0.0001954341,0.000002732142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101951,"about_ca_system_score_gemma":0.0002150567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004693328,"about_ca_topic_score_gemma":0.00004420463,"domain_scores_codex":[0.9977256,0.0005895944,0.001119156,0.0002085241,0.0001600483,0.0001970763],"domain_scores_gemma":[0.9919354,0.006571191,0.0009043136,0.000176611,0.0003550235,0.00005750227],"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":[0.7514071,0.0004070385,0.00005482631,0.00005484378,0.0001061354,1.977414e-8,0.0004436209,0.000006725559,0.2450811,0.002105179,0.00009641932,0.0002369458],"study_design_scores_gemma":[0.8883228,0.0006987022,0.00004971186,0.00003946473,0.0001819062,0.00001484445,0.00008888788,0.01156532,0.09605891,0.0004000019,0.002501912,0.00007751509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5185689,0.00002235753,0.2466755,0.0007867226,0.0002110567,0.2315969,0.00003757164,0.00003804222,0.002062935],"genre_scores_gemma":[0.6898249,0.000002136121,0.05238538,0.0001308403,0.0002088282,0.2572393,0.00001322813,0.00001228636,0.0001831991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942901,"threshold_uncertainty_score":0.4423604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09087825525672759,"score_gpt":0.465886487215517,"score_spread":0.3750082319587894,"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."}}