{"id":"W2922010882","doi":"10.1093/jcag/gwz006.111","title":"A112 HARMONIZATION OF QUALITY OF CARE IN AN IBD CENTER IMPACTS DISEASE OUTCOMES: IMPORTANCE OF STRUCTURE AND PROCESS INDICATORS","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Colonoscopy; Referral; Ulcerative colitis; Inflammatory bowel disease; Center of excellence; Infliximab; Crohn's disease; Disease; Internal medicine; Emergency medicine; Physical therapy; Family medicine; Colorectal cancer; Cancer","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":[0.02803504,0.0003269403,0.0007164772,0.003300279,0.0008126732,0.004185079,0.000941825,0.0005391196,0.001334061],"category_scores_gemma":[0.05794169,0.0002791742,0.001018441,0.006523105,0.001166658,0.003212273,0.003542423,0.0009948409,0.0001516932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004927474,"about_ca_system_score_gemma":0.006431368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477753,"about_ca_topic_score_gemma":0.01762361,"domain_scores_codex":[0.9650103,0.01846057,0.006096043,0.002703202,0.005994645,0.001735299],"domain_scores_gemma":[0.9375579,0.01450321,0.03006773,0.004305447,0.01049254,0.003073194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213771,0.0001025384,0.9514711,0.0002967779,0.0003215146,0.00002640799,0.0008527088,0.0009132391,0.0001853586,0.001015451,0.001533284,0.04316021],"study_design_scores_gemma":[0.00003067429,0.0003149906,0.9894933,0.000446842,0.0001367386,0.00005132032,0.001264527,0.003041458,0.0003134734,0.0009155309,0.003957423,0.00003379989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578594,0.005838593,0.01638932,0.008296612,0.0001827851,0.0006312641,0.003439757,0.0001002579,0.007261958],"genre_scores_gemma":[0.9913413,0.0006694201,0.00602544,0.0004535287,0.00006498609,0.0002007555,0.001078558,0.00001403705,0.0001519283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02803504,"threshold_uncertainty_score":0.1482652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004144347829485918,"score_gpt":0.2459036758420511,"score_spread":0.2417593280125652,"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."}}