{"id":"W4306941934","doi":"10.1007/s10620-022-07729-9","title":"Existing Bowel Preparation Quality Scales Are Reliable in the Setting of Centralized Endoscopy Reading","year":2022,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; University of Manitoba; Dalhousie University; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; University of British Columbia; Mount Sinai Hospital; University of Calgary; Queen's University; Alberta Health Services; St. Paul's Hospital; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Intraclass correlation; Reliability (semiconductor); Inter-rater reliability; Intra-rater reliability; Colonoscopy; Medicine; Rating scale; Scale (ratio); Confidence interval; Bowel preparation; Surgery; Psychometrics; Internal medicine; Statistics; Colorectal cancer; Mathematics","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":[0.01313855,0.0006099432,0.001132457,0.001745681,0.0005559696,0.002257856,0.001098112,0.001316171,0.003439017],"category_scores_gemma":[0.07958721,0.0004472884,0.001471603,0.002008541,0.0008364238,0.001871411,0.001592338,0.001199122,0.001157342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008148464,"about_ca_system_score_gemma":0.0009586662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147584,"about_ca_topic_score_gemma":0.005360506,"domain_scores_codex":[0.9850234,0.005488768,0.002726295,0.001432542,0.004676114,0.0006528936],"domain_scores_gemma":[0.9202414,0.0384689,0.02104044,0.005359607,0.01352052,0.001369182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292245,0.0003580942,0.9453894,0.0006629849,0.0004950281,0.00009269376,0.0006503384,0.0004477848,0.000760241,0.0003618237,0.004399929,0.04508928],"study_design_scores_gemma":[0.00009607389,0.0008486593,0.9901384,0.0002666534,0.0002518528,0.0001864351,0.0005455182,0.001998414,0.001233407,0.0005607777,0.003825534,0.00004817409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942694,0.005022151,0.01467966,0.001450809,0.0005731572,0.0007160644,0.005338649,0.0004958082,0.02902968],"genre_scores_gemma":[0.9858767,0.0005743883,0.009548087,0.0003917808,0.0001091274,0.0002760393,0.002111836,0.00005584121,0.001056028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313855,"threshold_uncertainty_score":0.06948411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506959136014135,"score_gpt":0.3630766481851473,"score_spread":0.318007056825006,"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."}}