{"id":"W2800784705","doi":"10.1017/cem.2018.256","title":"P058: Paramedic recognition and management of anaphylaxis in the prehospital setting","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Anaphylaxis; Medicine; Epinephrine; Emergency medicine; Intervention (counseling); Medical emergency; Emergency medical services; Psychological intervention; Medical record; Allergy; Internal medicine; Immunology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007108465,0.0002981508,0.0002477988,0.0007228646,0.0008588331,0.0009928335,0.0007415593,0.00215403,0.0142273],"category_scores_gemma":[0.008180788,0.000162177,0.0002999639,0.000424377,0.0002834055,0.0008330259,0.0007714296,0.001488005,0.00240597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140165,"about_ca_system_score_gemma":0.002847151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005749241,"about_ca_topic_score_gemma":0.0108979,"domain_scores_codex":[0.9993078,0.0001954707,0.00009865958,0.00006523314,0.0001906394,0.0001422739],"domain_scores_gemma":[0.9975229,0.0004969671,0.0004109321,0.00005114739,0.0007742498,0.0007437124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001914563,0.0009880716,0.3241392,0.0006337417,0.00008349438,0.0152244,0.0006141902,0.0006525506,0.001474573,0.0007341629,0.3421307,0.3114104],"study_design_scores_gemma":[0.0006074681,0.002068997,0.8262793,0.002663116,0.0001047987,0.05219058,0.002545166,0.003102483,0.001909939,0.002284425,0.1061519,0.00009194035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5279359,0.01675438,0.002279718,0.2315435,0.009914652,0.0009547456,0.002040964,0.0004393868,0.2081368],"genre_scores_gemma":[0.9621952,0.005217109,0.003649822,0.009536652,0.008387988,0.0002688365,0.001051587,0.00005180959,0.00964094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0142273,"threshold_uncertainty_score":0.04759508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390823093326411,"score_gpt":0.3508990073434343,"score_spread":0.2569907764101702,"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."}}