{"id":"W4360954906","doi":"10.1016/j.jped.2023.02.004","title":"Biomarkers associated with persistence and severity of IgE-mediated food allergies: a systematic review","year":2023,"lang":"en","type":"review","venue":"Jornal de Pediatria","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Basophil activation; Oral food challenge; Allergy; Milk allergy; Food allergy; Immunoglobulin E; Biomarker; Persistence (discontinuity); Anaphylaxis; Systematic review; Immunology; MEDLINE; Basophil","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00193072,0.0005068468,0.004364898,0.0004399466,0.00008850449,0.0000294518,0.0003156502,0.0004351968,0.00005232354],"category_scores_gemma":[0.005420309,0.0003347258,0.0007595576,0.001632751,0.0001844962,0.00006418597,0.0001337354,0.000748294,0.00004570337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227835,"about_ca_system_score_gemma":0.001506262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002303693,"about_ca_topic_score_gemma":0.00007288928,"domain_scores_codex":[0.9961194,0.0006588151,0.001258281,0.0005054775,0.0009184193,0.0005395847],"domain_scores_gemma":[0.9963735,0.001411287,0.001005446,0.0004989717,0.0003271084,0.0003836814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005278024,0.00008591623,0.00004186648,0.9926481,0.004264553,0.0001490246,0.0000449177,6.588462e-8,2.126747e-7,0.000006428184,0.001534794,0.001171302],"study_design_scores_gemma":[0.0009429638,0.001360326,0.0001881862,0.9732522,0.004982675,0.0002689499,0.0001192389,0.00002173882,1.693397e-7,0.000008018502,0.0184034,0.000452142],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001847587,0.9965246,0.000001610901,0.0001415076,0.00005937844,0.002538472,0.0002382213,0.00008987029,0.0002215935],"genre_scores_gemma":[0.0001413065,0.9985966,0.0000512056,0.00006539423,0.0001161454,0.000208009,0.0002442047,0.00008523413,0.0004919022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01939595,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762546917288668,"score_gpt":0.3365483838256855,"score_spread":0.2602936920968187,"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."}}