{"id":"W3007658144","doi":"10.1093/jcag/gwz047.001","title":"A2 THE BOWEL CLEANSING NATIONAL INITIATIVE (BCLEAN): PREDICTORS OF INADEQUATE BOWEL PREPARATION","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’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":true,"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":[0.002120831,0.0004349953,0.0007904536,0.0004989445,0.0004178779,0.0009560302,0.0006176938,0.0008917022,0.005890443],"category_scores_gemma":[0.007869395,0.0002268276,0.001760837,0.001081555,0.0002802323,0.0005558218,0.0006787808,0.001197751,0.0002313297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008367718,"about_ca_system_score_gemma":0.002549705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05559582,"about_ca_topic_score_gemma":0.06229417,"domain_scores_codex":[0.9988847,0.0004660573,0.00008985731,0.0002138717,0.0001653902,0.0001800793],"domain_scores_gemma":[0.9951631,0.001799846,0.00146656,0.0001728187,0.0004568146,0.000940819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0119105,0.0002560798,0.967378,0.001111672,0.004178389,0.00002834784,0.00004642494,0.0003077888,0.0001498534,0.0001417981,0.001998214,0.01249291],"study_design_scores_gemma":[0.001090537,0.001134965,0.988934,0.0002769146,0.00538207,0.00004629199,0.00009950461,0.001220324,0.0001070574,0.0001665637,0.001524794,0.00001694981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96236,0.0213771,0.0005485382,0.001636321,0.0002490355,0.0002415241,0.009336148,0.0000353788,0.004215931],"genre_scores_gemma":[0.9951491,0.001143619,0.0005656283,0.0002313799,0.00008756533,0.0001163179,0.00199428,0.000007818216,0.0007042568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05559582,"threshold_uncertainty_score":0.1105444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988277093492473,"score_gpt":0.253151341304103,"score_spread":0.2332685703691783,"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."}}