{"id":"W2569752814","doi":"10.1038/ctg.2016.65","title":"A Customized Mobile Application in Colonoscopy Preparation: A Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Clinical endpoint; Randomized controlled trial; Internal medicine; Cathartic; Adverse effect; Clinical trial; Gastroenterology; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001808343,0.0009749032,0.002966828,0.0005789793,0.0005298927,0.001161826,0.0008414143,0.002402599,0.00832623],"category_scores_gemma":[0.00387213,0.0006222421,0.001985982,0.0006879393,0.0008899355,0.0009663413,0.0005784935,0.002350662,0.0005789042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005107005,"about_ca_system_score_gemma":0.001155799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187271,"about_ca_topic_score_gemma":0.001676044,"domain_scores_codex":[0.9985567,0.0007702649,0.0001801398,0.0002146493,0.000133705,0.0001446845],"domain_scores_gemma":[0.9981825,0.0007619084,0.0004926597,0.00009054675,0.00009957416,0.000372779],"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":[0.9687375,0.01109005,0.0005473603,0.002008037,0.001026203,0.00003782095,0.00005365766,0.00008149313,0.0005429013,0.00005156793,0.0003039418,0.01551949],"study_design_scores_gemma":[0.911897,0.08408531,0.002345897,0.0001605855,0.0007741047,0.00001597381,0.00003477253,0.0001926537,0.0001100526,0.00005037149,0.0003219055,0.00001139392],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771552,0.01170063,0.000479497,0.0007881249,0.001053438,0.006756625,0.0005528594,0.00008697165,0.001426696],"genre_scores_gemma":[0.9697546,0.007740613,0.002908668,0.001502381,0.001277453,0.01399732,0.0004555312,0.00001439859,0.00234902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00832623,"threshold_uncertainty_score":0.02785403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511932714975356,"score_gpt":0.3768524719350678,"score_spread":0.3517331447853143,"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."}}