{"id":"W3018610244","doi":"10.33151/ajp.17.763","title":"Canadian Paramedic Experience with Intramuscular Ketamine for Extreme Agitation: A Quality Improvement Initiative","year":2020,"lang":"en","type":"article","venue":"Australasian Journal of Paramedicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Island Health","funders":"","keywords":"Ketamine; Medicine; Sedation; Anesthesia; Adverse effect; Midazolam; Airway management; Airway; Laryngospasm; Emergency medicine; Internal medicine","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":[0.01599538,0.0003580598,0.0003261602,0.002551878,0.00233436,0.002244077,0.001966286,0.0005318999,0.001438433],"category_scores_gemma":[0.04485007,0.0002890129,0.0005269811,0.004266144,0.001360261,0.0007749308,0.002555253,0.001196588,0.0001421465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03556946,"about_ca_system_score_gemma":0.09553816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8054641,"about_ca_topic_score_gemma":0.8648306,"domain_scores_codex":[0.979382,0.004156942,0.0020454,0.001031827,0.01162724,0.001756523],"domain_scores_gemma":[0.916233,0.006773699,0.01932344,0.002336838,0.03872838,0.01660465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005101335,0.001095156,0.6032001,0.001330755,0.0001886709,0.0003550109,0.004114796,0.001027009,0.001878978,0.0008397043,0.01999379,0.365466],"study_design_scores_gemma":[0.0001849491,0.001213719,0.9772825,0.0003782495,0.00008595452,0.0002287057,0.001631017,0.001023915,0.0005447388,0.00008369685,0.01728694,0.00005571096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926159,0.01311692,0.004759432,0.04544488,0.0006202961,0.004017798,0.003066445,0.0007136872,0.03564466],"genre_scores_gemma":[0.9750236,0.005138248,0.01303204,0.003262903,0.0001956666,0.0005006965,0.001614844,0.00004343802,0.001188621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1945359,"threshold_uncertainty_score":0.391363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06867685582990604,"score_gpt":0.3302885711685341,"score_spread":0.261611715338628,"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."}}