{"id":"W2603610823","doi":"10.1097/mib.0000000000001068","title":"Quality of Care and Outcomes Among Hospitalized Inflammatory Bowel Disease Patients","year":2017,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; St. Paul's Hospital; University of British Columbia; Ottawa Hospital; University of Ottawa; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Clostridium difficile; Ulcerative colitis; Internal medicine; Retrospective cohort study; Specialty; Referral; Disease; Antibiotics","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":[0.0006072159,0.0001821093,0.0002775587,0.0008122799,0.0006042891,0.001108105,0.0004269199,0.0003251893,0.001298977],"category_scores_gemma":[0.00469467,0.0001382822,0.0003596737,0.00211315,0.0003981702,0.0004055316,0.0006019475,0.0006366638,0.0000941978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003912221,"about_ca_system_score_gemma":0.002397051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.197244,"about_ca_topic_score_gemma":0.205087,"domain_scores_codex":[0.998897,0.0001990537,0.0001432967,0.0001184326,0.0003283497,0.0003140027],"domain_scores_gemma":[0.9944596,0.0003690273,0.002964244,0.00008863972,0.0008676349,0.001250902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001731765,0.00001372978,0.9989142,0.00001001947,0.0000280814,0.00001614613,0.000036401,0.00003515532,0.00001440375,0.000008644613,0.0001362458,0.0007696014],"study_design_scores_gemma":[0.000002593272,0.00001918447,0.9995659,0.00001419404,0.000009603286,0.00003916391,0.0001277462,0.0001075657,0.00001156706,0.00001134262,0.00008901324,0.000002169888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968908,0.0007494112,0.00005378052,0.0003811358,0.0000110373,0.00001455433,0.001170593,0.000005060789,0.000723556],"genre_scores_gemma":[0.9989888,0.0001969788,0.00005003727,0.00005576214,0.000009564737,0.000005324706,0.000658841,0.00000115446,0.00003348399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197244,"threshold_uncertainty_score":0.3921918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007311509998112901,"score_gpt":0.2597241886849243,"score_spread":0.2524126786868114,"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."}}