{"id":"W4377696084","doi":"10.1016/j.jaip.2023.05.015","title":"Extrinsic and Intrinsic Modulators of Anaphylaxis","year":2023,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Anaphylaxis; Atopy; Immunology; Allergy; Medicine; Asthma; Population; Genetic predisposition; Platelet; Mast cell; Allergen; Receptor; Internal medicine; Disease","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":[0.0007306085,0.0003492991,0.0003373432,0.0003484371,0.0002630233,0.001168865,0.0002517745,0.0004946857,0.004264546],"category_scores_gemma":[0.001474924,0.0001356099,0.0003276958,0.0001378659,0.0004615608,0.0006287987,0.0008974539,0.001158028,0.0005061976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327806,"about_ca_system_score_gemma":0.0003580666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001568495,"about_ca_topic_score_gemma":0.0002399457,"domain_scores_codex":[0.9991814,0.0003170973,0.00005266329,0.00007712626,0.0001614039,0.0002102987],"domain_scores_gemma":[0.999072,0.0002117433,0.0003015287,0.0000643302,0.0001305657,0.0002198116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01018603,0.00205083,0.3180526,0.002994676,0.0006810782,0.00910023,0.00258473,0.0008387997,0.2381631,0.02673528,0.01073431,0.3778783],"study_design_scores_gemma":[0.0009601763,0.007047225,0.8073376,0.001243838,0.0006629761,0.02868713,0.002069069,0.002620853,0.05153305,0.01005789,0.08770058,0.00007956271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518482,0.1015182,0.002068592,0.005865413,0.0008384899,0.0001290571,0.0002325801,0.00006880932,0.03743072],"genre_scores_gemma":[0.9822608,0.01301893,0.0005338581,0.0004582151,0.0008906691,0.00003340457,0.00006516401,0.000008402372,0.002730649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004264546,"threshold_uncertainty_score":0.01426631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778496360274936,"score_gpt":0.3778031451388971,"score_spread":0.3400181815361477,"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."}}