{"id":"W4405191380","doi":"10.1186/s13223-024-00926-3","title":"Anaphylaxis","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta; University of Ottawa; Western University; University of Manitoba; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Anaphylaxis; Medicine; Angioedema; Epinephrine; Intensive care medicine; Allergy; Dermatology; Anesthesia; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004868602,0.001079599,0.00125782,0.001563135,0.0004113949,0.00166317,0.0007807714,0.001531243,0.01008896],"category_scores_gemma":[0.001506215,0.0001808509,0.0007280951,0.001201123,0.00042352,0.0009496621,0.0008733473,0.001692477,0.006851291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592961,"about_ca_system_score_gemma":0.0009717122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009052024,"about_ca_topic_score_gemma":0.0007683621,"domain_scores_codex":[0.9993532,0.0001258075,0.00008252549,0.0001028381,0.0002659635,0.00006953055],"domain_scores_gemma":[0.9995141,0.0001707556,0.00009452015,0.00002114667,0.0001560645,0.00004342293],"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":[0.00009349857,0.00007713085,0.000644229,0.01421768,0.0001346435,0.001130803,0.00009635436,0.0002124486,0.001532749,0.003152464,0.129284,0.849424],"study_design_scores_gemma":[0.0000243026,0.00007925717,0.001061991,0.004128216,0.00008684067,0.008112773,0.00007251079,0.00004916358,0.000459927,0.001442146,0.9844677,0.00001514078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004074335,0.9860626,0.0004467957,0.0008845555,0.001619985,0.00002884193,0.0001113747,0.00005325661,0.01038526],"genre_scores_gemma":[0.005132903,0.9863638,0.0003955983,0.001587536,0.001155745,0.00002443739,0.0002793068,0.000008919321,0.005051752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01008896,"threshold_uncertainty_score":0.03375089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07342310338704616,"score_gpt":0.4304946124930122,"score_spread":0.357071509105966,"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."}}