{"id":"W4402940055","doi":"10.1111/all.16341","title":"Clinical utility analysis of the Hoxb8 mast cell activation test for the diagnosis of peanut allergy","year":2024,"lang":"en","type":"article","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Food Allergy Canada; Canadian Institutes of Health Research; National Science Foundation; Danone; Innosuisse - Schweizerische Agentur für Innovationsförderung; Austrian Science Fund; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Aimmune Therapeutics; Hospital for Sick Children; European Food Safety Authority; Bausch Health; Novartis; Regeneron Pharmaceuticals; Sanofi","keywords":"Medicine; Basophil activation; Receiver operating characteristic; Degranulation; Tryptase; Allergy; Immunoglobulin E; Immunology; Mast cell; Internal medicine; Pathology; Basophil; Antibody; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002166836,0.0005711943,0.000445974,0.0009159052,0.0001518479,0.0006207376,0.0003461896,0.0005344396,0.0009558125],"category_scores_gemma":[0.0054436,0.0001498188,0.0002267989,0.000405825,0.0003103595,0.0002694108,0.0003326173,0.0005724663,0.0004851912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443106,"about_ca_system_score_gemma":0.000204352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000329819,"about_ca_topic_score_gemma":0.0003321793,"domain_scores_codex":[0.9983683,0.000552233,0.0001152974,0.000352135,0.0005221613,0.000089901],"domain_scores_gemma":[0.9968241,0.001602702,0.0006017417,0.0001522309,0.0006032712,0.0002159325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002076409,0.000188245,0.9349114,0.0001161731,0.00009327453,0.0004866089,0.0001254276,0.0006265803,0.03152446,0.00008234935,0.0005600524,0.02920914],"study_design_scores_gemma":[0.0001093565,0.00218561,0.9399869,0.00009272307,0.0002516646,0.005101141,0.0001856697,0.01750942,0.03212478,0.0002561541,0.002169301,0.0000272956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895001,0.002412899,0.004760318,0.0001321805,0.00006621101,0.0001210036,0.0004070079,0.0001345985,0.002465653],"genre_scores_gemma":[0.9967443,0.0002383392,0.002559311,0.00005431663,0.00002844724,0.00003640628,0.0001755879,0.00000617217,0.0001571716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002166836,"threshold_uncertainty_score":0.01145947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0620467233967651,"score_gpt":0.3671697226149563,"score_spread":0.3051229992181912,"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."}}