{"id":"W2915969258","doi":"10.1093/ecco-jcc/jjz035","title":"Perceived Quality of Care is Associated with Disease Activity, Quality of Life, Work Productivity, and Gender, but not Disease Phenotype: A Prospective Study in a High-volume IBD Centre","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Quality of life (healthcare); Inflammatory bowel disease; Disease; Ulcerative colitis; Physical therapy; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000490825,0.0002068661,0.0005596112,0.00006802229,0.00005001933,0.00003031141,0.0001241539,0.00007722111,0.00002163269],"category_scores_gemma":[0.0004381687,0.00018018,0.0001185622,0.0001167447,0.0001701826,0.00003374634,0.0001308722,0.000160453,3.2459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006104885,"about_ca_system_score_gemma":0.0005598298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659159,"about_ca_topic_score_gemma":0.0004529762,"domain_scores_codex":[0.9979212,0.0005327307,0.0005244607,0.0003629994,0.0004338152,0.0002247911],"domain_scores_gemma":[0.9979251,0.00003949188,0.0007286623,0.0003156261,0.0006456393,0.0003454931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04202135,0.001058769,0.9528063,0.0004926749,0.000276377,0.00008226109,0.001697008,0.00001744812,0.001317071,0.00003583754,0.00002283419,0.000172059],"study_design_scores_gemma":[0.003934639,0.0004356552,0.9933593,0.0001085705,0.000140925,0.00000101833,0.00141544,0.000003544644,0.0002496942,0.0001339088,0.000004128928,0.0002132087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981846,0.0004233012,0.00000471619,0.000113319,0.00005207433,0.0007862776,0.0004019982,0.000003225669,0.00003048165],"genre_scores_gemma":[0.9996688,0.00003706273,0.00001619093,0.00003572918,0.00006812915,0.00001045406,0.00001086465,0.00001968843,0.0001330682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04055296,"threshold_uncertainty_score":0.7347525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395971339639756,"score_gpt":0.2677615018443232,"score_spread":0.2538017884479257,"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."}}