{"id":"W2108952817","doi":"10.1186/1710-1492-5-11","title":"Importance of basophil activation testing in insect venom allergy","year":2009,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basophil activation; Allergy; Venom; Medicine; Allergen; Immunology; Immunoglobulin E; Immunotherapy; Basophil; Desensitization (medicine); Allergen immunotherapy; Antibody; Biology; Internal medicine; Immune system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171427,0.0004184624,0.0006246929,0.001134185,0.0002129616,0.0006771474,0.0004184678,0.0009746393,0.00168639],"category_scores_gemma":[0.006468756,0.0001604139,0.0002361982,0.0006346969,0.0005523841,0.001107172,0.0001962867,0.0009952276,0.0007163566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562712,"about_ca_system_score_gemma":0.0004856891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007900918,"about_ca_topic_score_gemma":0.0008481187,"domain_scores_codex":[0.9989688,0.0004295574,0.0001866716,0.00007261353,0.0002877048,0.00005451557],"domain_scores_gemma":[0.9928369,0.005097023,0.0005612998,0.0001116591,0.001229153,0.0001640659],"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":[0.00137008,0.000218016,0.2529635,0.00564776,0.000196608,0.0388981,0.0003818637,0.0007399361,0.02186195,0.001575961,0.01225873,0.6638874],"study_design_scores_gemma":[0.0002920583,0.002474369,0.3610257,0.00526962,0.001225555,0.466101,0.002168975,0.005488228,0.02986677,0.007491845,0.1184483,0.0001476788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.206512,0.7536517,0.00915995,0.00894132,0.001424769,0.0001096521,0.0002980477,0.00025576,0.01964694],"genre_scores_gemma":[0.8825022,0.1038543,0.008092859,0.002448358,0.001705148,0.00003977429,0.0001639321,0.00002598838,0.001167473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002171427,"threshold_uncertainty_score":0.01148373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0572611096968111,"score_gpt":0.3478081696167422,"score_spread":0.2905470599199311,"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."}}