{"id":"W2134920783","doi":"10.1017/s148180350001352x","title":"Procedural sedation and analgesia in a Canadian adult tertiary care emergency department: a case series","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Fentanyl; Propofol; Midazolam; Ketamine; Sedation; Emergency department; Anesthesia; Intubation; Retrospective cohort study; Adverse effect; Incidence (geometry); Confidence interval; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000218789,0.0002225061,0.0003842421,0.0008301235,0.0001673914,0.000004403352,0.00008673131,0.0001041262,0.001614349],"category_scores_gemma":[0.0002229462,0.0001819271,0.00007296012,0.0004773083,0.0000900014,0.000242676,0.000003943356,0.0002430069,0.000004684687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868127,"about_ca_system_score_gemma":0.001584574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6376145,"about_ca_topic_score_gemma":0.9762016,"domain_scores_codex":[0.9981432,0.00006357133,0.0008489497,0.0001988819,0.0002174617,0.0005279477],"domain_scores_gemma":[0.9976682,0.000007803907,0.0002175671,0.0001454628,0.0005558108,0.001405141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004450032,0.0000164735,0.9543123,0.0001606423,0.00004549176,0.01720821,0.003208931,0.000005200042,0.0001479201,0.0004334037,0.02385736,0.0005595913],"study_design_scores_gemma":[0.002123162,0.0008540567,0.9352819,0.0005070639,0.0003370543,0.01461121,0.00891181,0.0001018353,0.00006843236,0.0002882522,0.03657892,0.000336246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836391,0.005159568,0.00001172769,0.007136391,0.0008099751,0.0003403331,0.00002017574,0.000005006774,0.002877678],"genre_scores_gemma":[0.9975208,0.0004034553,0.00006360707,0.0003225006,0.0005999775,0.000008766197,0.00008850217,0.00002464236,0.0009677433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385871,"threshold_uncertainty_score":0.9992983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230469829086246,"score_gpt":0.2914196224357706,"score_spread":0.268372639527146,"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."}}