{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377469,0.0001109291,0.001166776,0.00006956983,0.0001178674,0.00002577372,0.00005999858,0.000141235,0.00003584504],"category_scores_gemma":[0.0003938318,0.00008534121,0.000307011,0.00002291596,0.0004407386,0.00007174267,0.00001474298,0.0002165576,0.00000526132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007274981,"about_ca_system_score_gemma":0.00005844071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004014497,"about_ca_topic_score_gemma":0.0002600917,"domain_scores_codex":[0.9982978,0.0003204303,0.0008116055,0.0003076096,0.0001207097,0.0001419037],"domain_scores_gemma":[0.9988062,0.0005585088,0.0002821528,0.0001951245,0.00006674335,0.00009126952],"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":[0.9524071,0.0002450995,0.04596776,0.000007385458,0.0001044377,0.000002869397,0.00003558054,0.00002087934,0.000008717657,0.0001506131,0.00001433386,0.001035188],"study_design_scores_gemma":[0.9370146,0.007815422,0.04067501,0.00001640278,0.0001680978,0.00001934683,0.000003567573,0.01315641,0.00000379059,0.0008040964,0.0002801039,0.00004317592],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874229,0.0001012169,0.004805401,0.002147316,0.0004744984,0.004287763,0.000003756539,0.00002801813,0.0007290843],"genre_scores_gemma":[0.9963513,0.00007362744,0.0006280324,0.0002622729,0.0003130109,0.002183935,0.00002243009,0.000006395673,0.0001589651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539257,"threshold_uncertainty_score":0.3480113,"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."}}