{"id":"W2071109459","doi":"10.1097/aci.0b013e328355b7e4","title":"2012 Update","year":2012,"lang":"en","type":"article","venue":"Current Opinion in Allergy and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anaphylaxis; Medicine; Allergy; Intensive care medicine; Sensitization; Allergen; Asymptomatic; Immunology; Dermatology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796177,0.00013562,0.000336239,0.0001356778,0.00005957426,0.000007484686,0.0001059255,0.0002447301,0.0007593395],"category_scores_gemma":[0.0002039768,0.0001128161,0.0001097298,0.0001661167,0.0003598802,0.0001582801,0.0001609516,0.0008185024,0.0003295767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001779939,"about_ca_system_score_gemma":0.00005316455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007948801,"about_ca_topic_score_gemma":0.000008667693,"domain_scores_codex":[0.998421,0.0002084146,0.0005031226,0.0002524858,0.0001214878,0.0004934979],"domain_scores_gemma":[0.9992425,0.0001873745,0.00006465345,0.0002458923,0.00004494837,0.0002146205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001779821,0.004697454,0.1714673,0.0001596674,0.0009123133,0.000004973796,0.0001773434,7.152788e-7,0.0001217477,0.06167854,0.02464154,0.7343585],"study_design_scores_gemma":[0.001406169,0.0002901297,0.3776437,0.0000880807,0.000001499006,0.00001920791,0.00003458259,0.00002116053,0.000008082838,0.0002336512,0.6201651,0.00008857386],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.660611,0.30259,0.0001858077,0.009257458,0.02180707,0.0004923224,0.000007952056,0.0001214732,0.004926941],"genre_scores_gemma":[0.8244877,0.1732568,0.0001202488,0.0002284775,0.001320727,0.0000276698,0.00009282428,0.00001975858,0.0004456863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.73427,"threshold_uncertainty_score":0.8314235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074046774616208,"score_gpt":0.4387017218687006,"score_spread":0.3312970444070798,"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."}}