{"id":"W2136194744","doi":"10.1155/2013/165804","title":"The Endoscopy Global Rating Scale – Canada: Development And Implementation of a Quality Improvement Tool","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Gastroenterology; University of Alberta; McGill University; University of Calgary; Credit Valley Hospital; Dalhousie University","funders":"","keywords":"Medicine; Endoscopy; Quality (philosophy); Scale (ratio); Health care; Quality management; Rating scale; Service (business); Medical physics; Nursing; Medical education; Medical emergency; Surgery; Psychology; Business; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01510882,0.0004842329,0.0005942177,0.002910022,0.001471424,0.001270304,0.002004928,0.0004808,0.002301408],"category_scores_gemma":[0.0271885,0.0003632999,0.0009106485,0.003716544,0.0006743004,0.0007007599,0.001713516,0.001329696,0.0005344684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02874505,"about_ca_system_score_gemma":0.1137917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8746684,"about_ca_topic_score_gemma":0.8981671,"domain_scores_codex":[0.9847099,0.003128761,0.001585776,0.0005668651,0.009199027,0.0008096399],"domain_scores_gemma":[0.9601942,0.001689498,0.002062603,0.0005445792,0.03295526,0.002553819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004499256,0.0008707973,0.2648128,0.001713773,0.0003319657,0.0002672637,0.00232954,0.002472652,0.00136824,0.002992995,0.1367505,0.5856394],"study_design_scores_gemma":[0.0002516351,0.0003419105,0.9117185,0.001059153,0.0001510233,0.0002310561,0.001183503,0.005124671,0.001100716,0.0004938585,0.07819912,0.0001449423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5713615,0.01524521,0.09653863,0.03915795,0.002154428,0.05453781,0.05198935,0.003897989,0.1651171],"genre_scores_gemma":[0.6907687,0.005944527,0.256449,0.002718347,0.0001314356,0.01463264,0.01808209,0.0002451249,0.01102822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253316,"threshold_uncertainty_score":0.2521393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059087124793062,"score_gpt":0.2664817146866361,"score_spread":0.2558908434387055,"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."}}