{"id":"W2998011134","doi":"10.1111/acem.13913","title":"Impact of Timing of Preprocedural Opioids on Adverse Events in Procedural Sedation","year":2020,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Alberta Children's Hospital; University of Calgary; Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sedation; Anesthesia; Vomiting; Adverse effect; Opioid; Sedative; Cohort; Cohort study; Prospective cohort study; Incidence (geometry); Confidence interval; Emergency department; Internal medicine; Psychiatry","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":[0.001685348,0.0002382228,0.0002768164,0.0004813419,0.0002658049,0.0006228393,0.0004738152,0.0003180587,0.001049605],"category_scores_gemma":[0.01608897,0.0001464704,0.0007387411,0.0007147252,0.000250077,0.0003061768,0.0003520091,0.0006733984,0.00006719584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501517,"about_ca_system_score_gemma":0.003004199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04120268,"about_ca_topic_score_gemma":0.05545707,"domain_scores_codex":[0.9979366,0.0005581724,0.0002383337,0.0002343515,0.0007684564,0.0002640852],"domain_scores_gemma":[0.9835302,0.004237247,0.009445085,0.0003343261,0.001280259,0.001172838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000579967,0.00005173076,0.9904475,0.0000563546,0.000161443,0.00006886482,0.00002873638,0.000340249,0.0001792039,0.00003029001,0.0001071743,0.007948543],"study_design_scores_gemma":[0.00001540604,0.0003121676,0.9986111,0.00003494636,0.00007314359,0.0002184216,0.00004024607,0.0003823524,0.0001305167,0.00001924753,0.0001574095,0.000005047687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996061,0.002098735,0.0003905814,0.0002379788,0.00002348634,0.00002334608,0.0003976435,0.00001245173,0.0007547531],"genre_scores_gemma":[0.9988753,0.0004512434,0.0003523158,0.00004549471,0.0000193962,0.000007737351,0.000184485,0.000003855716,0.00006014473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04120268,"threshold_uncertainty_score":0.08192569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09174145946305179,"score_gpt":0.3966530564563478,"score_spread":0.304911596993296,"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."}}