{"id":"W2889022630","doi":"10.5946/ce.2018.072","title":"Effect of Sending Educational Video Clips via Smartphone Mobile Messenger on Bowel Preparation before Colonoscopy","year":2018,"lang":"en","type":"article","venue":"Clinical Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CLIPS; Colonoscopy; Bowel preparation; Internal medicine; Surgery; Colorectal 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":[0.001127528,0.0001906549,0.0005049445,0.0001182256,0.0001196695,0.00001294432,0.00008632307,0.000222569,0.0004500014],"category_scores_gemma":[0.001100254,0.0001573887,0.0002292521,0.0002716425,0.0002840993,0.00009754347,0.00003728563,0.0003437308,0.0001981224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178931,"about_ca_system_score_gemma":0.0001774213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004296982,"about_ca_topic_score_gemma":0.00003564609,"domain_scores_codex":[0.9980391,0.0002634688,0.0006703227,0.0004662731,0.0003241911,0.0002366889],"domain_scores_gemma":[0.9975622,0.001394553,0.0002704103,0.0003983381,0.0001831444,0.0001913791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.380322,0.003412541,0.3465436,0.001153143,0.0009019991,0.00002411868,0.001728327,0.00009434854,0.05769609,0.0005426275,0.02490777,0.1826734],"study_design_scores_gemma":[0.007841134,0.2424755,0.1030611,0.0006635222,0.0003999743,0.00004882814,0.00003456466,0.004000445,0.6319654,0.0002378686,0.008943511,0.0003281219],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993422,0.00009079077,0.0004729248,0.0003043713,0.002132231,0.0007738796,0.000008327153,0.00008703635,0.002708418],"genre_scores_gemma":[0.9957703,0.00002536167,0.001023789,0.0002460712,0.002033253,0.0001848205,0.00005752057,0.00002747535,0.0006314266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5742693,"threshold_uncertainty_score":0.6418127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892263465870507,"score_gpt":0.4069336956759032,"score_spread":0.3880110610171981,"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."}}