{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00477471,0.003567148,0.005338683,0.001012745,0.001316447,0.00198899,0.001480214,0.004710598,0.0262371],"category_scores_gemma":[0.005916067,0.001622846,0.0038048,0.0008303987,0.002516573,0.001463058,0.0009021019,0.004933566,0.003395854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605215,"about_ca_system_score_gemma":0.003146926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938214,"about_ca_topic_score_gemma":0.002620122,"domain_scores_codex":[0.9963124,0.001832856,0.0003510708,0.0006423109,0.0002941603,0.0005670878],"domain_scores_gemma":[0.9975253,0.0008462786,0.0006509595,0.0002501806,0.0002681298,0.0004591662],"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":[0.9918836,0.002694662,0.0001207382,0.0005935371,0.0005789233,0.00001439783,0.00001891364,0.0001188853,0.0004535836,0.0001484615,0.0005506132,0.002823641],"study_design_scores_gemma":[0.9687299,0.02872657,0.0005310441,0.00006463805,0.0005767468,0.000006295656,0.00001079474,0.0002499486,0.0001557334,0.0001422868,0.0007918732,0.0000141495],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5315164,0.006742678,0.008492455,0.002273305,0.004961915,0.4216644,0.007901981,0.0009784549,0.01546849],"genre_scores_gemma":[0.530001,0.002507633,0.009584125,0.002833049,0.001860892,0.4397912,0.001795632,0.00008716746,0.01153931],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0262371,"threshold_uncertainty_score":0.08777183,"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."}}