{"id":"W4413099650","doi":"10.4103/cjrm.cjrm_82_24","title":"How to rescue a crashing asthmatic patient in a remote emergency department: Ketamine and non-invasive ventilation","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan; University of Regina","funders":"","keywords":"Emergency department; Ketamine; Medicine; Rescue therapy; Medical emergency; Ventilation (architecture); Intensive care medicine; Emergency medicine; Anesthesia; Surgery; Engineering; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005881332,0.000598137,0.0005977847,0.0003938205,0.001061835,0.0014426,0.0007641686,0.003535893,0.006313733],"category_scores_gemma":[0.003223909,0.000210004,0.0008460984,0.0001916605,0.0007357902,0.002729217,0.001068388,0.003743939,0.00172592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008705727,"about_ca_system_score_gemma":0.001582188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486373,"about_ca_topic_score_gemma":0.004200702,"domain_scores_codex":[0.9995403,0.0001308272,0.00008919426,0.00004554103,0.0001141279,0.00007990764],"domain_scores_gemma":[0.9990736,0.0002099502,0.0002246814,0.00001971834,0.0001201405,0.0003517208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005645338,0.001214411,0.02980358,0.005019244,0.00025132,0.1301869,0.001568568,0.001470233,0.002594983,0.004441819,0.2208651,0.6020193],"study_design_scores_gemma":[0.0003563643,0.002504722,0.06805984,0.02218663,0.0004679922,0.5715102,0.009260544,0.003117013,0.001773791,0.02049966,0.2998725,0.000390716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1070383,0.3836465,0.01675642,0.3970208,0.01562398,0.0008434738,0.0003630982,0.000697236,0.07801016],"genre_scores_gemma":[0.4915727,0.3409237,0.04585195,0.07916946,0.02634082,0.0005873417,0.000609178,0.0001468375,0.01479803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006313733,"threshold_uncertainty_score":0.02112156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918849203628803,"score_gpt":0.2523252756048308,"score_spread":0.2431367835685427,"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."}}