{"id":"W4238704026","doi":"10.1186/1710-1492-7-s1-s6","title":"Anaphylaxis","year":2011,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anaphylaxis; Medicine; Angioedema; Epinephrine; Dermatology; Intensive care medicine; Allergy; Hereditary angioedema; Erythema; Anesthesia; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003117383,0.0001535779,0.0003881433,0.0001142635,0.0001027332,0.00000755848,0.0001445059,0.0003196354,0.002218183],"category_scores_gemma":[0.0002091373,0.0001248801,0.0001903879,0.0001741073,0.0007064352,0.00006342521,0.0001554199,0.000570883,0.0002833781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008664209,"about_ca_system_score_gemma":0.00007003928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621234,"about_ca_topic_score_gemma":0.0002214526,"domain_scores_codex":[0.9985098,0.000137536,0.0004422661,0.0003980547,0.0001244401,0.0003878912],"domain_scores_gemma":[0.9991084,0.0001404644,0.00006256055,0.0003760014,0.00009893879,0.0002136876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006104534,0.003466254,0.03839413,0.00004515503,0.005778344,0.0009728309,0.0006463167,1.163552e-7,0.002281742,0.06478646,0.004699501,0.8728246],"study_design_scores_gemma":[0.001674869,0.00424605,0.7071142,0.00002083169,0.000002147869,0.0001392847,0.0001792668,0.00002199677,0.0002801345,0.0009819943,0.2851957,0.0001435495],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349483,0.003219943,0.00006542204,0.001059803,0.0003459469,0.0001244934,0.000001596717,0.0000835065,0.06015096],"genre_scores_gemma":[0.9898859,0.005356258,0.0007328913,0.0007878641,0.0001370972,0.000009775651,0.00001082277,0.00001969254,0.003059714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8726811,"threshold_uncertainty_score":0.9986939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592563553156266,"score_gpt":0.3391904932702008,"score_spread":0.2832648577386381,"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."}}