{"id":"W2738257734","doi":"10.1097/mcg.0000000000000893","title":"Educational Colonoscopy Video Enhances Bowel Preparation Quality and Comprehension in an Inner City Population","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; GERD; Population; Randomized controlled trial; Patient education; Colorectal cancer; Internal medicine; Disease; Family medicine; Cancer; Reflux","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":[0.0006876207,0.0001924494,0.0002548336,0.0002977219,0.0004403407,0.0006451962,0.0001832481,0.000466859,0.003884406],"category_scores_gemma":[0.003722455,0.0001578648,0.0002852603,0.0002492078,0.0001976773,0.0002767203,0.0003846395,0.0004136533,0.0002605976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003246494,"about_ca_system_score_gemma":0.0004925797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890867,"about_ca_topic_score_gemma":0.008667263,"domain_scores_codex":[0.9996412,0.0001582818,0.0000132241,0.00004399723,0.00005582613,0.0000875016],"domain_scores_gemma":[0.9984371,0.0005188353,0.0004824722,0.00004241908,0.000115669,0.0004033702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005439936,0.01156936,0.9233158,0.0002423147,0.0002511429,0.0004127821,0.003235402,0.0001832714,0.005095431,0.00003296588,0.001421942,0.04879964],"study_design_scores_gemma":[0.0001891802,0.007383373,0.9900841,0.00002476388,0.0001218639,0.0001239167,0.001005815,0.0003485497,0.0002482054,0.00001490305,0.00044489,0.00001052145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996824,0.00004588163,0.00001000531,0.0000393076,0.000001896971,0.00000883827,0.00001390711,0.00000199641,0.0001956318],"genre_scores_gemma":[0.9995141,0.00009941598,0.00009019166,0.00006223904,0.000008762096,0.000008746108,0.00003850042,0.000001116966,0.0001769836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005890867,"threshold_uncertainty_score":0.01299465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177543799240114,"score_gpt":0.494458798468211,"score_spread":0.3767044185441997,"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."}}