{"id":"W3026778573","doi":"10.1017/cem.2020.51","title":"Regional anesthesia in Canadian emergency departments: Emergency physician practices, perspectives, and barriers to use","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Quartile; Medical emergency; Emergency department; Emergency medicine; Orthopedic surgery; Pain management; Cross-sectional study; Family medicine; Anesthesia; Nursing; Surgery","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":[0.003618093,0.0002329012,0.0003619964,0.001452334,0.00728914,0.00374087,0.001898135,0.001617126,0.004609467],"category_scores_gemma":[0.02375572,0.000443678,0.0005008956,0.003902886,0.001683181,0.001838219,0.002189114,0.002978432,0.0002168746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03806147,"about_ca_system_score_gemma":0.1019595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9560116,"about_ca_topic_score_gemma":0.9789593,"domain_scores_codex":[0.993421,0.0008378804,0.0005050476,0.0003163191,0.002620252,0.002299426],"domain_scores_gemma":[0.9774837,0.003665621,0.004102372,0.000172123,0.006388091,0.008187972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002086762,0.0004065354,0.8112478,0.0008836678,0.000120782,0.001251082,0.0953981,0.0001745302,0.0003080047,0.002948589,0.03591249,0.05113968],"study_design_scores_gemma":[0.00003253437,0.00006068888,0.7749425,0.001311991,0.00005850866,0.0005713747,0.2011583,0.0002854296,0.00008391007,0.0002996402,0.02110957,0.00008550403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489618,0.01030527,0.0001905388,0.1097948,0.0003320682,0.0001133845,0.001542934,0.00001951311,0.02873971],"genre_scores_gemma":[0.9835879,0.007598591,0.0004887463,0.00692453,0.0001189179,0.00004103435,0.0003114177,0.00001343077,0.0009154673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9560116,"threshold_uncertainty_score":0.2761566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08137430514092191,"score_gpt":0.3303484849029916,"score_spread":0.2489741797620697,"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."}}