{"id":"W4200610361","doi":"10.2500/aap.2021.42.210081","title":"Idiopathic anaphylaxis: Diagnosis and management","year":2021,"lang":"en","type":"article","venue":"Allergy and Asthma Proceedings","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Anaphylaxis; Tryptase; Allergy; Immunology; Food allergy; Immunoglobulin E; Population; Asthma; Dermatology; Mast cell; Antibody","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":[0.0004747871,0.0006749457,0.0009106585,0.001780017,0.0007365313,0.001219469,0.0007542637,0.00140062,0.003960329],"category_scores_gemma":[0.002920438,0.0001822825,0.0004953279,0.001168927,0.0005933376,0.001372789,0.0009890463,0.001930533,0.001412948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008450437,"about_ca_system_score_gemma":0.001226764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100518,"about_ca_topic_score_gemma":0.0007501246,"domain_scores_codex":[0.9993576,0.0001446266,0.0001403151,0.0001036765,0.0001756588,0.00007809934],"domain_scores_gemma":[0.9992042,0.000213759,0.0002731306,0.00001623101,0.0001628201,0.0001297988],"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":[0.0002427709,0.0003362065,0.04692409,0.01493075,0.0001907543,0.1129675,0.0006863874,0.001223587,0.001836155,0.004747477,0.2072476,0.6086669],"study_design_scores_gemma":[0.0002057784,0.0002514449,0.04486864,0.04219167,0.000320273,0.6693439,0.002466538,0.001792307,0.0007744014,0.01811489,0.2195487,0.0001213118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03306928,0.8538619,0.007620922,0.0351391,0.004601027,0.0005441605,0.001000823,0.0003360918,0.06382675],"genre_scores_gemma":[0.3912674,0.5628603,0.008698428,0.01502774,0.0142779,0.0003196474,0.002556654,0.0000608648,0.004931079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003960329,"threshold_uncertainty_score":0.01324868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585775240158794,"score_gpt":0.2634213545842324,"score_spread":0.2475636021826444,"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."}}