{"id":"W4391450732","doi":"10.1016/j.anai.2023.11.018","title":"Innovations in the treatment of anaphylaxis: A review of recent data","year":2024,"lang":"en","type":"review","venue":"Annals of Allergy Asthma & Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Anaphylaxis; Medicine; Intensive care medicine; Epinephrine; Allergy; Anesthesia; 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":[0.0016838,0.001330764,0.003383819,0.003425285,0.0003121622,0.001573652,0.001473274,0.001495013,0.003435687],"category_scores_gemma":[0.002643083,0.0004385735,0.001732413,0.003891871,0.0005959967,0.001765771,0.0009567674,0.002290952,0.0008736207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007865307,"about_ca_system_score_gemma":0.001545998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317505,"about_ca_topic_score_gemma":0.002963461,"domain_scores_codex":[0.9994071,0.0001089478,0.0001336019,0.0001086577,0.0001983963,0.00004339638],"domain_scores_gemma":[0.9980102,0.00132824,0.0002914092,0.00002677775,0.000248071,0.00009532728],"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":[0.0003298222,0.0001303478,0.0003434661,0.1257569,0.0006276884,0.0002338274,0.00007922045,0.0005036101,0.0009547576,0.001904647,0.02629568,0.84284],"study_design_scores_gemma":[0.0002819058,0.000592718,0.003603503,0.07545704,0.003171312,0.002294176,0.0002501383,0.0003746825,0.0005115548,0.003191055,0.9101731,0.0000989575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000307256,0.9996901,0.00002603208,0.00008764704,0.00008392253,0.000002626002,0.000007722172,0.000001520249,0.00006984046],"genre_scores_gemma":[0.0002157263,0.9994106,0.00007118181,0.0001303928,0.0001268251,0.000003075654,0.000009434542,4.314851e-7,0.0000323407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003435687,"threshold_uncertainty_score":0.01149356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2462442928308453,"score_gpt":0.4630365631495463,"score_spread":0.2167922703187009,"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."}}