{"id":"W3033589016","doi":"10.1016/j.gie.2020.03.2929","title":"Mo1735 THE BOWEL CLEANSING NATIONAL INITIATIVE (BCLEAN): PREDICTORS OF INADEQUATE BOWEL PREPARATION","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of British Columbia; University of Alberta; Montreal General Hospital; University of Manitoba; Western University; University of Ottawa; McGill University; University of Calgary; Hôpital du Saint-Sacrement; University Health Network; Dalhousie University","funders":"","keywords":"Medicine; Bowel preparation; Colonoscopy; Randomization; Randomized controlled trial; Confounding; Exact test; Internal medicine; Defecation; Gastroenterology; Colorectal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683539,0.0001578059,0.0002045307,0.00006890926,0.0001143354,0.00002129116,0.00009312364,0.00003181594,0.0000620988],"category_scores_gemma":[0.001461425,0.0001248069,0.0001046895,0.0003131735,0.00014767,0.000138756,0.00004641184,0.0003025539,0.00002323614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010923,"about_ca_system_score_gemma":0.0002622896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005976386,"about_ca_topic_score_gemma":0.00001581869,"domain_scores_codex":[0.9985568,0.00009938457,0.0003506296,0.0002650132,0.0005194539,0.0002087195],"domain_scores_gemma":[0.9989369,0.0002527612,0.0002204795,0.0001205066,0.0003307419,0.0001386308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.164985,0.0008477741,0.2011551,0.001081751,0.0006598395,0.000212897,0.02011507,0.0172511,0.5492396,0.00195426,0.02825616,0.01424149],"study_design_scores_gemma":[0.01350226,0.06227617,0.4644832,0.002747937,0.0007629593,0.006512226,0.006195923,0.246367,0.1922792,0.00148634,0.00238143,0.00100533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064048,0.00008311785,0.07598911,0.004651044,0.0002061982,0.0007038583,0.00004291355,0.0002508231,0.01166814],"genre_scores_gemma":[0.9864462,0.000003884892,0.01227021,0.0007420128,0.0004262319,0.00002136424,0.00002584365,0.00001994568,0.00004430123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569603,"threshold_uncertainty_score":0.508948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372163825887489,"score_gpt":0.2911824508899697,"score_spread":0.2539660683012209,"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."}}