{"id":"W4392856918","doi":"10.1097/mcg.0000000000001988","title":"Smartphone Application Versus Standard Instruction for Colonoscopic Preparation","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Randomized controlled trial; Intubation; Demographics; Patient satisfaction; Significant difference; Smartphone app; Internal medicine; Surgery; Colorectal cancer; Cancer","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":[0.001723062,0.001003039,0.002151347,0.0005347902,0.0003062066,0.000786309,0.0006060193,0.001728841,0.01052719],"category_scores_gemma":[0.006378797,0.0004413842,0.001840067,0.0003811347,0.0006848538,0.0007350557,0.0005151542,0.00161241,0.0008821561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050139,"about_ca_system_score_gemma":0.0009178765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000601557,"about_ca_topic_score_gemma":0.0007320815,"domain_scores_codex":[0.9979832,0.0009082489,0.0003398024,0.0002941263,0.0003100183,0.0001646253],"domain_scores_gemma":[0.9963074,0.00178222,0.001199555,0.0001035721,0.0001718653,0.0004354676],"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":[0.8961121,0.01566426,0.00201262,0.005792182,0.001556072,0.00006669279,0.00009460984,0.0003443708,0.002360214,0.0001709714,0.0008701789,0.0749556],"study_design_scores_gemma":[0.5960708,0.3882566,0.009270635,0.0006620766,0.001884639,0.00008822107,0.00009472587,0.0006442286,0.001159127,0.0001962402,0.001636774,0.00003593797],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800597,0.007567952,0.0007481238,0.0005924485,0.001137528,0.006209,0.0005383862,0.0001127323,0.0030341],"genre_scores_gemma":[0.9816145,0.003144493,0.00294022,0.0007581484,0.0006457854,0.009030855,0.0002971252,0.00001052251,0.001558359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052719,"threshold_uncertainty_score":0.03521699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04920952380481585,"score_gpt":0.4293196252341597,"score_spread":0.3801101014293438,"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."}}