{"id":"W2317500472","doi":"10.1097/md.0000000000001423","title":"Education for Ward Nurses Influences the Quality of Inpatient's Bowel Preparation for Colonoscopy","year":2015,"lang":"en","type":"article","venue":"Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Keimyung University","keywords":"Medicine; Bowel preparation; Colonoscopy; Constipation; Cathartic; Patient satisfaction; Randomized controlled trial; Enema; Internal medicine; Physical therapy; Nursing","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":[0.0008833159,0.0002131095,0.0003889331,0.0001163464,0.0002010711,0.0003173659,0.0001465292,0.000393633,0.0009159108],"category_scores_gemma":[0.003989405,0.0001243574,0.0003941844,0.0001268483,0.0002094491,0.0001629002,0.000266362,0.0003251998,0.00006765905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340001,"about_ca_system_score_gemma":0.0004564736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006671645,"about_ca_topic_score_gemma":0.001429437,"domain_scores_codex":[0.9992661,0.0004235989,0.0000774555,0.00005173563,0.0000887991,0.00009237135],"domain_scores_gemma":[0.997628,0.0009833528,0.0007195165,0.00008833133,0.0001176491,0.0004631648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1632824,0.05598401,0.489481,0.002603602,0.001490173,0.00031973,0.001271471,0.0006685535,0.01659615,0.0001310439,0.0007076217,0.2674642],"study_design_scores_gemma":[0.003888079,0.1144188,0.8775479,0.0002142436,0.0005770549,0.0001051407,0.0004313519,0.0004874254,0.001637907,0.00005043814,0.0006153369,0.0000263566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994211,0.0003147132,0.00004765818,0.00002419007,0.00001331236,0.0000355354,0.000008427055,0.000001606092,0.0001334607],"genre_scores_gemma":[0.999154,0.0002773628,0.0003416524,0.00004614045,0.0000148662,0.00004359438,0.00002355448,5.474514e-7,0.00009826779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009159108,"threshold_uncertainty_score":0.004671454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08580526424099012,"score_gpt":0.4441094071454659,"score_spread":0.3583041429044758,"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."}}