{"id":"W2791012743","doi":"10.1093/jcag/gwy008.055","title":"A54 IMPROVEMENTS OF GLOBAL RATING SCALE (GRS) CANADA SCORES IN SEVEN ENDOSCOPY UNITS IN THE EDMONTON REGION USING AN INTEGRATED QUALITY IMPROVEMENT PROGRAM","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Grading (engineering); Rating scale; Grading scale; Medicine; Operations management; Medical physics; Psychology; Engineering; Surgery; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00459106,0.0004757537,0.0003725343,0.001072605,0.0006507278,0.0005667846,0.0007002695,0.000292108,0.001982403],"category_scores_gemma":[0.008556761,0.000263065,0.0006103843,0.001402695,0.0004493202,0.0003843884,0.001244054,0.0006811004,0.0002556328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005248555,"about_ca_system_score_gemma":0.01157517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2977346,"about_ca_topic_score_gemma":0.4154518,"domain_scores_codex":[0.9967877,0.0007924828,0.000176694,0.0004169219,0.001421067,0.0004052047],"domain_scores_gemma":[0.9932539,0.0007434443,0.0009489545,0.0003115304,0.003430813,0.001311451],"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":[0.002206189,0.004772459,0.4569247,0.0003706779,0.0003192559,0.0003010912,0.003912901,0.00417696,0.006297709,0.0003337622,0.02025969,0.5001247],"study_design_scores_gemma":[0.0001520729,0.00310074,0.9902647,0.00003347436,0.00003814174,0.00003798315,0.0004577554,0.001973958,0.001058747,0.000036274,0.002811204,0.00003493753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890372,0.0001535109,0.002670488,0.0005011773,0.00007687511,0.001033647,0.001469691,0.000355435,0.004702086],"genre_scores_gemma":[0.9701305,0.0001604421,0.02151896,0.0001474579,0.00003335116,0.0004259268,0.002116616,0.00004599814,0.005420771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7022654,"threshold_uncertainty_score":0.5920033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350148397211644,"score_gpt":0.298112813958648,"score_spread":0.2746113299865315,"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."}}