{"id":"W4313366668","doi":"10.1093/jcag/gwac035","title":"Preparing for Colonoscopy in People with Diabetes: A Review with Suggestions for Clinical Practice","year":2022,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Hypoglycemia; Diabetes mellitus; Context (archaeology); Diabetic ketoacidosis; Intensive care medicine; Ketoacidosis; Clinical Practice; Internal medicine; Type 1 diabetes; Colorectal cancer; Physical therapy; Endocrinology","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":[0.001134873,0.0009168215,0.001970495,0.003789873,0.0003611484,0.001075662,0.001066813,0.001097774,0.004659235],"category_scores_gemma":[0.003144194,0.0003271652,0.001657227,0.004525176,0.0003297891,0.001365387,0.000728355,0.001138601,0.0007231905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009422568,"about_ca_system_score_gemma":0.002848394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535787,"about_ca_topic_score_gemma":0.01046043,"domain_scores_codex":[0.9994981,0.0001133511,0.0001629181,0.00005769758,0.0001383057,0.00002959152],"domain_scores_gemma":[0.9985183,0.0008659727,0.0002878406,0.00001951769,0.0002560644,0.00005241966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001312582,0.00006556442,0.0004290825,0.2329467,0.0005113151,0.0002516017,0.0001571444,0.0001747416,0.000253249,0.001108207,0.04135353,0.7226174],"study_design_scores_gemma":[0.0001207941,0.0002138916,0.005463384,0.2827888,0.003375327,0.002750048,0.0004498366,0.0001496719,0.0001644672,0.001793129,0.7026638,0.00006698332],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003659228,0.9994252,0.00002114466,0.0002443645,0.00009767324,0.000005677013,0.0000159763,0.00000212918,0.0001512602],"genre_scores_gemma":[0.0002369453,0.9993801,0.00009226812,0.0001637463,0.00005048668,0.000007040437,0.00001444856,3.830052e-7,0.00005447647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004659235,"threshold_uncertainty_score":0.01558667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126730453495551,"score_gpt":0.374111586297534,"score_spread":0.3328442817625785,"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."}}