{"id":"W4410303496","doi":"10.3390/jcm14103336","title":"Bowel Preparation for Colonoscopy in Patients with Diabetes Mellitus—A Gap We Have to Bridge: A Review","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Diabetes mellitus; Bridge (graph theory); Bowel preparation; General surgery; Internal medicine; Gastroenterology; Intensive care medicine; Colorectal cancer; Endocrinology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746976,0.0007876705,0.002689875,0.003413587,0.0003657607,0.001670757,0.0009503437,0.00158282,0.002770395],"category_scores_gemma":[0.008363558,0.0003803805,0.002318994,0.003787708,0.0004127794,0.001913408,0.0007431942,0.00113072,0.0003529936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008080901,"about_ca_system_score_gemma":0.002988001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495841,"about_ca_topic_score_gemma":0.00442957,"domain_scores_codex":[0.9987825,0.0002623753,0.0005400408,0.0001353724,0.0002304081,0.00004929143],"domain_scores_gemma":[0.993314,0.00522416,0.0009337048,0.0000523936,0.0003908277,0.00008496247],"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":[0.0002634145,0.00006759151,0.001719649,0.4530387,0.001296145,0.0002469939,0.0002654175,0.0001768053,0.0002588584,0.0009235929,0.01363897,0.5281039],"study_design_scores_gemma":[0.0001777477,0.0004105836,0.01352193,0.6245713,0.01269512,0.004285293,0.0007063526,0.000260277,0.0002708463,0.001985757,0.3410268,0.00008796507],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001415372,0.9993543,0.00002693252,0.0002829623,0.00007186321,0.00000615009,0.00002315462,0.000001681672,0.00009135663],"genre_scores_gemma":[0.001198142,0.9982887,0.00009237767,0.0002638938,0.00008945734,0.00001205735,0.00003068841,7.889561e-7,0.00002392723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003413587,"threshold_uncertainty_score":0.009267867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058174799013112,"score_gpt":0.4852739493658489,"score_spread":0.3794564694645377,"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."}}