{"id":"W3155488964","doi":"10.1007/s43678-021-00112-z","title":"Factors influencing emergency department observation time following anaphylaxis: a systematic review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"","keywords":"Anaphylaxis; Medicine; Emergency department; Adverse effect; MEDLINE; Epinephrine; Allergy; Emergency medicine; Intensive care medicine; 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":[0.004111753,0.00133747,0.007083636,0.004164375,0.0005638774,0.002281959,0.001604389,0.002458866,0.00490796],"category_scores_gemma":[0.02826598,0.001386102,0.0106045,0.006073782,0.00072897,0.002134826,0.001505263,0.001929981,0.0002906736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338309,"about_ca_system_score_gemma":0.007475025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866199,"about_ca_topic_score_gemma":0.06293307,"domain_scores_codex":[0.9956781,0.001074356,0.001831418,0.0005483566,0.0006478218,0.0002198747],"domain_scores_gemma":[0.9796911,0.01440724,0.004214378,0.0002427058,0.001128562,0.0003160497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007990054,0.00006355853,0.009145031,0.9038247,0.05878327,0.0001688789,0.0003020625,0.0001176313,0.0001162088,0.00009027684,0.001769381,0.02482002],"study_design_scores_gemma":[0.001532844,0.0003916734,0.0428139,0.5058411,0.4384193,0.0005689732,0.0007336136,0.0001452596,0.0001349976,0.0002414379,0.009052541,0.0001243493],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003129966,0.9960178,0.00007289356,0.0001257091,0.00009164698,0.000119565,0.000329727,0.000004925858,0.0001078792],"genre_scores_gemma":[0.04335007,0.9549862,0.0004891652,0.0005141394,0.00008641784,0.0002194957,0.0002571723,0.000005929679,0.00009144856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01866199,"threshold_uncertainty_score":0.03710675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.186915489260029,"score_gpt":0.4049364937786415,"score_spread":0.2180210045186125,"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."}}