{"id":"W3007305416","doi":"10.1093/jcag/gwz050","title":"Gastroenterologist Consultation Is Uncommon but Associated with Improved Care Among IBD Patients Presenting to Emergency Departments in Winnipeg Hospitals","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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"AbbVie Canada; AbbVie; Pfizer Canada; Janssen Canada; Takeda Canada; Merck Canada; Mylan; Pfizer","keywords":"Medicine; Emergency department; Epidemiology; Inflammatory bowel disease; Internal medicine; Family medicine; Emergency medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003863053,0.0002188263,0.0002340611,0.0008043671,0.0006969087,0.0009779739,0.0006573119,0.0004713509,0.002090312],"category_scores_gemma":[0.006007566,0.0002678608,0.0002465063,0.001320156,0.0004057731,0.0004462167,0.001074178,0.000586712,0.0001311966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002704213,"about_ca_system_score_gemma":0.002705834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1894477,"about_ca_topic_score_gemma":0.313917,"domain_scores_codex":[0.9985414,0.0002954517,0.0001782455,0.0001884899,0.0003180059,0.0004784526],"domain_scores_gemma":[0.9962436,0.0003187237,0.002281885,0.00008376227,0.0003421492,0.0007299639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004293464,0.0000221401,0.9951389,0.00003467952,0.00002507696,0.000545309,0.0003934018,0.00003185788,0.0001399477,0.00002581921,0.0007170867,0.002882814],"study_design_scores_gemma":[0.000005819882,0.00002445397,0.9973581,0.0000384128,0.00001022796,0.0006590625,0.001241158,0.00006433804,0.00002941615,0.000008050301,0.0005570136,0.000003983136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962665,0.0009658774,0.00004865848,0.0008460695,0.00002470056,0.00003493483,0.0003480838,0.000007164257,0.001457955],"genre_scores_gemma":[0.9989827,0.0003499567,0.0001031065,0.0001938544,0.00002112104,0.000008196324,0.0001820979,0.000001978355,0.0001569152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8105523,"threshold_uncertainty_score":0.37669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002822107052191261,"score_gpt":0.1981040488785427,"score_spread":0.1952819418263514,"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."}}