{"id":"W2990766818","doi":"10.1016/j.mcna.2019.08.007","title":"Anaphylaxis for Internists","year":2019,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Anaphylaxis; Desensitization (medicine); Drug allergy; Allergy; Risk stratification; Intensive care medicine; Anaphylactic reactions; Antibiotics; Allergic reaction; Dermatology; Immunology; Internal medicine","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":[0.001346174,0.001302409,0.001613758,0.003602726,0.000525022,0.001547926,0.0008032657,0.002295575,0.01584503],"category_scores_gemma":[0.003495555,0.0004227645,0.001123187,0.002451605,0.0004516386,0.001285047,0.001459625,0.002560111,0.003557578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576436,"about_ca_system_score_gemma":0.003201095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788919,"about_ca_topic_score_gemma":0.01197582,"domain_scores_codex":[0.9993452,0.0001550664,0.0001184826,0.00009481444,0.0002085637,0.00007778707],"domain_scores_gemma":[0.9982169,0.0005433836,0.0006258729,0.00003966098,0.0003835485,0.0001904971],"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":[0.0001115447,0.00007811973,0.0004063544,0.03079132,0.0001847514,0.0001232724,0.0000523577,0.00007040213,0.0002531239,0.000652548,0.1877755,0.7795007],"study_design_scores_gemma":[0.0002250118,0.0002087093,0.003949955,0.04631764,0.0008348277,0.001050613,0.0001091641,0.00004771645,0.0001066075,0.0004899646,0.9466377,0.00002221391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000547534,0.996351,0.00002181567,0.0009383825,0.001028241,0.00001008545,0.00002517875,0.00000740004,0.001563126],"genre_scores_gemma":[0.000609345,0.9937813,0.0001087125,0.002509053,0.001454172,0.00001530012,0.00005645323,0.000001728177,0.001463985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01584503,"threshold_uncertainty_score":0.05300689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031882159058494,"score_gpt":0.4470282532485125,"score_spread":0.3438400373426631,"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."}}