{"id":"W4396530454","doi":"10.22541/au.171449825.50051146/v1","title":"Clinical utility analysis of the Hoxb8 mast cell activation test for the diagnosis of peanut allergy","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Degranulation; Basophil activation; Receiver operating characteristic; Tryptase; Allergy; Immunoglobulin E; Immunology; Mast cell; Internal medicine; Basophil; 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":[0.002301319,0.000572255,0.0004897962,0.0009452804,0.0001520725,0.0006586249,0.0003618165,0.0005623622,0.001103793],"category_scores_gemma":[0.005728031,0.0001586107,0.0002403627,0.0004118978,0.0003167795,0.0002774399,0.0003534349,0.0006089,0.0005755923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413135,"about_ca_system_score_gemma":0.0002053884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003091746,"about_ca_topic_score_gemma":0.0003038826,"domain_scores_codex":[0.9981858,0.0006022408,0.0001288995,0.0003788423,0.0006074005,0.00009673842],"domain_scores_gemma":[0.9965339,0.001786897,0.0006508536,0.0001632059,0.0006353384,0.0002297868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002801737,0.0002337331,0.920893,0.0001434222,0.0001090958,0.0005960444,0.0001448625,0.0007275881,0.03943681,0.00009564434,0.0006266324,0.03419144],"study_design_scores_gemma":[0.0001302077,0.002644248,0.9299203,0.0001076878,0.0002741452,0.006070662,0.000206753,0.01815417,0.03968669,0.0002918247,0.002481451,0.00003178204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880977,0.002758998,0.005424846,0.0001479264,0.000076954,0.0001420688,0.0004804151,0.000144565,0.002726449],"genre_scores_gemma":[0.9961797,0.0002838347,0.002984605,0.00005826201,0.00003134773,0.00004352646,0.0002092824,0.000006898422,0.0002025822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002301319,"threshold_uncertainty_score":0.01217067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09133049907303974,"score_gpt":0.3943682452821785,"score_spread":0.3030377462091387,"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."}}