{"id":"W2466665782","doi":"10.1017/cem.2016.243","title":"P067: Missed opportunities for prehospital management of anaphylactic reactions","year":2016,"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":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Anaphylaxis; Medicine; Epinephrine; Anaphylactic reactions; Allergy; Retrospective cohort study; Emergency medical services; Emergency medicine; Emergency department; Cohort; Pediatrics; Anesthesia; Internal medicine; Immunology","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":[0.00104391,0.0002476016,0.0002998012,0.0006005152,0.0005273281,0.0008644909,0.0006465526,0.0006824749,0.006768231],"category_scores_gemma":[0.006396379,0.0002288815,0.0003599733,0.0007412325,0.0002976291,0.00112107,0.0008060014,0.00108576,0.0006519616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005774367,"about_ca_system_score_gemma":0.000755325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157826,"about_ca_topic_score_gemma":0.002037855,"domain_scores_codex":[0.9987246,0.0003194257,0.000175669,0.0002116785,0.0003491963,0.0002193477],"domain_scores_gemma":[0.9935797,0.0009683283,0.004361521,0.0001087299,0.0003567207,0.0006248379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092019,0.00005037367,0.9890333,0.00006549353,0.00003182,0.0005309997,0.0001462407,0.00007289815,0.00009102732,0.00007958573,0.001749624,0.008039349],"study_design_scores_gemma":[0.00001556827,0.0001182051,0.9921013,0.0001350657,0.00002349768,0.004948125,0.0006646007,0.0003595303,0.0001178368,0.0001590011,0.001347371,0.000009918545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904247,0.001712579,0.0004152614,0.002952868,0.00008889545,0.0000379028,0.0009653693,0.00002028698,0.003382022],"genre_scores_gemma":[0.9986374,0.0004661419,0.0001668959,0.0001916406,0.00007781824,0.00001166365,0.0002887391,0.00000418165,0.0001555035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006768231,"threshold_uncertainty_score":0.02264196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2215522991121131,"score_gpt":0.3723913458352666,"score_spread":0.1508390467231535,"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."}}