{"id":"W4223656018","doi":"10.1111/all.15308","title":"Platelet‐activating factor acetylhydrolase is a biomarker of severe anaphylaxis in children","year":2022,"lang":"en","type":"article","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Anaphylaxis; Biomarker; Medicine; Platelet; Platelet-activating factor; Allergy; Immunology; Biology","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":[0.0006318234,0.000443757,0.0003952996,0.0006888985,0.0002128867,0.0005369912,0.0002062022,0.0003987308,0.001075771],"category_scores_gemma":[0.002523609,0.0001868673,0.0002976845,0.0007528641,0.0003151658,0.0004434781,0.0003961934,0.000690522,0.0002207307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484538,"about_ca_system_score_gemma":0.0003151369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009659068,"about_ca_topic_score_gemma":0.0005639416,"domain_scores_codex":[0.9995235,0.000130343,0.00006507962,0.00008115689,0.0001248843,0.00007508062],"domain_scores_gemma":[0.9969473,0.0005341085,0.001834663,0.00006487853,0.0002642354,0.0003549113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004975809,0.000006609373,0.9982166,0.00001357668,0.00001369583,0.0000818034,0.00001732106,0.00004097352,0.0003787978,0.000008802069,0.00006221399,0.001109738],"study_design_scores_gemma":[0.000003495388,0.0001647344,0.9968253,0.00001361695,0.0000257022,0.002063571,0.00008338442,0.0001590637,0.0003893332,0.00001972853,0.0002490826,0.000003005129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997209,0.00163512,0.0002581944,0.00008679093,0.000009293301,0.00001031832,0.0002811795,0.00001231566,0.0004978309],"genre_scores_gemma":[0.9989855,0.0004037141,0.0003258454,0.00001816829,0.00001343202,0.000006404963,0.0002053441,0.000002032679,0.00003963924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001075771,"threshold_uncertainty_score":0.003598809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005974578251953,"score_gpt":0.2787446626280143,"score_spread":0.2586849168454948,"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."}}