{"id":"W4319083389","doi":"10.1016/j.jaci.2022.12.039","title":"Effects of Prescription Medications on Clinical Outcomes in Adults Presenting with Anaphylaxis","year":2023,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Memorial University of Newfoundland; McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal; Cégep de l'Outaouais; London Health Sciences Centre; Hospital for Sick Children; AllerGen; McMaster University; SickKids Foundation; Montreal Children's Hospital; University of Toronto; Université Laval; BC Children's Hospital; University of British Columbia; George & Fay Yee Centre for Healthcare Innovation; Children's Hospital Research Institute of Manitoba; University of Calgary","funders":"","keywords":"Anaphylaxis; Medical prescription; Medicine; Intensive care medicine; Emergency medicine; Allergy; Pharmacology","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":[0.0008394379,0.0002051805,0.0005541251,0.0004209079,0.000413991,0.000961435,0.0002126697,0.0005501269,0.001796158],"category_scores_gemma":[0.008609054,0.000135193,0.0009634951,0.000684142,0.0002497544,0.0006999479,0.0005456177,0.001058986,0.000179765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172305,"about_ca_system_score_gemma":0.0005611652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800935,"about_ca_topic_score_gemma":0.004670541,"domain_scores_codex":[0.9991073,0.0002914479,0.0001481448,0.00009438342,0.0001774956,0.0001811649],"domain_scores_gemma":[0.9945619,0.001685268,0.002450269,0.0001271312,0.0004107091,0.0007648037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001309262,0.0002158501,0.9934436,0.000033821,0.0002105323,0.000130537,0.00005871924,0.00004536922,0.00008351666,0.00002024139,0.0001142366,0.004334294],"study_design_scores_gemma":[0.00003415562,0.0005450721,0.9986941,0.00001773754,0.0001179826,0.0001490694,0.0001625913,0.00008933327,0.00003349036,0.00002984165,0.0001212134,0.000005454195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964353,0.001301422,0.00002819336,0.0002251035,0.00003516265,0.0000120698,0.000247388,0.000002316911,0.001713062],"genre_scores_gemma":[0.9991561,0.0003675069,0.0000295867,0.00008011854,0.00004182288,0.000005689444,0.0002005082,0.000001041166,0.0001175411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002800935,"threshold_uncertainty_score":0.006008744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079620627825704,"score_gpt":0.3460067061673018,"score_spread":0.3252104998890448,"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."}}