{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005394971,0.0004167455,0.0005241023,0.0008665795,0.0005804495,0.0008414023,0.000533653,0.0009960931,0.00340775],"category_scores_gemma":[0.003201675,0.0002290939,0.0007729274,0.001646442,0.0002255709,0.0005769617,0.0008628368,0.001261968,0.0004439709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208911,"about_ca_system_score_gemma":0.001247763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02754869,"about_ca_topic_score_gemma":0.04313386,"domain_scores_codex":[0.9995087,0.0001120949,0.00006710472,0.00006946502,0.0001069099,0.0001357904],"domain_scores_gemma":[0.9976085,0.0002402046,0.001097927,0.00007314253,0.000264721,0.0007154241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003571493,0.00005390399,0.9974324,0.00002413309,0.0001075435,0.00002930466,0.0000116705,0.00004419625,0.00009748369,0.0000182558,0.0005184032,0.001305581],"study_design_scores_gemma":[0.00001214585,0.00009249908,0.9990175,0.00001611697,0.00005905427,0.00005131634,0.00005420758,0.0001869003,0.00003679524,0.00001814669,0.0004511499,0.000004221994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909204,0.001728356,0.0001171654,0.0006896649,0.00008514962,0.00002552124,0.003628938,0.00002191504,0.002782807],"genre_scores_gemma":[0.9962246,0.0002811182,0.0002258215,0.0001892055,0.00006804807,0.00002064403,0.00203134,0.000008501317,0.0009506131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02754869,"threshold_uncertainty_score":0.05477673,"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."}}