{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005141937,0.0009724893,0.001060657,0.001530193,0.0005092696,0.001723638,0.0007381517,0.001697627,0.009667422],"category_scores_gemma":[0.001659829,0.0001640886,0.0006368455,0.00121464,0.0005249182,0.001026102,0.0009372025,0.001823353,0.005611476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607428,"about_ca_system_score_gemma":0.0009834939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008037917,"about_ca_topic_score_gemma":0.0006876922,"domain_scores_codex":[0.9993128,0.0001325757,0.00009233954,0.0001110628,0.0002779585,0.00007333606],"domain_scores_gemma":[0.99938,0.0002234688,0.0001256814,0.00002748633,0.0001881998,0.00005512103],"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":[0.00009489399,0.00009925164,0.001062083,0.0129054,0.0001136846,0.001946445,0.0001771714,0.0002094761,0.001885878,0.004769597,0.1324464,0.8442898],"study_design_scores_gemma":[0.00001833129,0.00007893793,0.001248033,0.003838417,0.00006961387,0.01276163,0.0001165451,0.0000464635,0.0005407481,0.00190888,0.9793566,0.00001573166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006175691,0.9816711,0.0005491495,0.001400023,0.001839169,0.00003292155,0.0001140251,0.00005948811,0.01371656],"genre_scores_gemma":[0.007927296,0.9812341,0.0005046082,0.002154139,0.001624464,0.00002799617,0.0002498536,0.00001002867,0.006267443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009667422,"threshold_uncertainty_score":0.03234076,"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."}}