{"id":"W3042484045","doi":"10.1016/j.cgh.2020.07.020","title":"Frequency of Opioid Prescription at Emergency Department Discharge in Patients with Inflammatory Bowel Disease: A Nationwide Analysis","year":2020,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Robarts Clinical Trials; University of Calgary","funders":"Takeda Canada; Merck Sharp and Dohme; Ferring Pharmaceuticals; Bristol-Myers Squibb; Eli Lilly and Company; Shire; AbbVie Canada; Amgen; Hospira; Celgene; Janssen Pharmaceuticals; Gilead Sciences; Pfizer; Novo Nordisk; Merck; Abbott Laboratories","keywords":"Medicine; Emergency department; Inflammatory bowel disease; Medical prescription; Emergency medicine; Internal medicine; Opioid; Disease; Psychiatry; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005511958,0.0002567948,0.0005131642,0.001538549,0.0005507077,0.0007713395,0.0005565051,0.0007824084,0.001758921],"category_scores_gemma":[0.00202949,0.0004846439,0.001055076,0.00280269,0.0003019828,0.00083871,0.0009556981,0.0007163716,0.0003260215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005275848,"about_ca_system_score_gemma":0.0005096833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771032,"about_ca_topic_score_gemma":0.02342389,"domain_scores_codex":[0.9991154,0.0001959421,0.0001744508,0.0001983805,0.0001285024,0.0001872769],"domain_scores_gemma":[0.9977851,0.0003446147,0.001159902,0.0001618524,0.0002259894,0.000322482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004417949,0.00002359835,0.9994141,0.000005362816,0.00005371126,0.00003672856,0.00001847624,0.00001619154,0.00005082817,0.000005586986,0.00006179765,0.0002694928],"study_design_scores_gemma":[0.000002066977,0.00002032845,0.9996251,0.000002621842,0.00001598124,0.00008149944,0.0001086725,0.00007944836,0.000008918204,0.00000448539,0.000048588,0.000002267151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976004,0.0002135329,0.00006753081,0.00006452057,0.000005889212,0.000007401324,0.001603985,0.000005107939,0.0004317288],"genre_scores_gemma":[0.9977586,0.0001386123,0.00006556739,0.00006179975,0.000009539495,0.000009596478,0.001771098,0.000002610658,0.0001824197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01771032,"threshold_uncertainty_score":0.03521448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009695024313282053,"score_gpt":0.2545616481717319,"score_spread":0.2448666238584498,"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."}}