{"id":"W4232034904","doi":"10.1186/s13223-018-0283-4","title":"Anaphylaxis","year":2018,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Queen's University; University of Alberta; Western University","funders":"Pfizer Canada; CSL Behring; Shire Canada; AstraZeneca; Mead Johnson Nutrition; Takeda Canada; Merck Canada; Teva Pharmaceutical Industries; Pfizer","keywords":"Medicine; Anaphylaxis; Angioedema; Epinephrine; Dermatology; Intensive care medicine; Allergy; Hereditary angioedema; Erythema; Anesthesia; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006667066,0.0005546092,0.002940364,0.0003407931,0.0001759781,0.00003291954,0.0003900976,0.00167882,0.001331632],"category_scores_gemma":[0.0005504435,0.0004089194,0.001259704,0.000439225,0.001573511,0.00005393749,0.0004726315,0.001826763,0.001283928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003993686,"about_ca_system_score_gemma":0.0004953019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003921575,"about_ca_topic_score_gemma":0.0001263421,"domain_scores_codex":[0.9960607,0.0005806459,0.001394532,0.001027607,0.0002429358,0.0006936068],"domain_scores_gemma":[0.9974934,0.0007451277,0.0003213995,0.0009144999,0.0001765404,0.0003489858],"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":[0.000135043,0.0003135093,0.000005054449,0.001154803,0.004158153,0.0001620298,0.000007245867,1.758799e-9,1.901099e-7,0.0009248087,0.004357745,0.9887814],"study_design_scores_gemma":[0.0008106107,0.004034013,0.0005187414,0.003064441,0.0000362713,0.0004774937,0.00001644614,0.000002059727,2.38985e-7,0.00009145602,0.9905942,0.0003540392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001276758,0.9909543,0.000007141906,0.000256693,0.0007482758,0.0003908579,0.00001178088,0.0000844094,0.007418869],"genre_scores_gemma":[0.00002978311,0.9917077,0.0001622623,0.000244999,0.0009947821,0.00004647048,0.0001734656,0.00008015659,0.006560352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884274,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07670326857269784,"score_gpt":0.4203351030654329,"score_spread":0.3436318344927351,"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."}}