{"id":"W4239577818","doi":"10.2310/6620.2005.04043","title":"Hypersensitivity Reactions to Vaccine Components","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005345668,0.0001134672,0.0001987918,0.0001715036,0.0001091786,0.00001431046,0.00003616647,0.00005375479,0.00006490304],"category_scores_gemma":[0.00009045145,0.0001157956,0.00007477201,0.0002344051,0.00001086882,0.0001822446,0.00002908144,0.0001729187,0.002669519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099534,"about_ca_system_score_gemma":0.00003590692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002580326,"about_ca_topic_score_gemma":0.0001425506,"domain_scores_codex":[0.999166,0.00002521796,0.00020101,0.0001741003,0.0001938585,0.0002398878],"domain_scores_gemma":[0.9992411,0.00005134564,0.00004163367,0.0003041985,0.0000783482,0.0002834209],"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":[0.00001351937,0.001601428,0.008251482,0.0001514083,0.0003933714,0.0005686974,0.002615716,0.0006461643,0.2854455,0.001306488,0.09381391,0.6051923],"study_design_scores_gemma":[0.0003932117,0.000006215813,0.4346908,0.00004287389,0.00003391418,0.0006906758,0.00006260817,0.000364188,0.003152773,0.000005229783,0.5604831,0.00007446118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7742444,0.00001529242,0.001012348,0.05383456,0.0003765159,0.0004178589,0.00003399736,0.0002851063,0.1697799],"genre_scores_gemma":[0.9863541,0.00001845212,0.0035964,0.007340383,0.0003505535,0.00001696911,0.00004868774,0.00002119656,0.002253302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6051179,"threshold_uncertainty_score":0.998107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251830499722313,"score_gpt":0.2801296592469305,"score_spread":0.2549466092746991,"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."}}