{"id":"W4393123618","doi":"10.30574/wjbphs.2024.17.3.0135","title":"Proportional of wheezing events in asthmatic children post-vaccination of annual flu vaccine","year":2024,"lang":"en","type":"article","venue":"World Journal of Biology Pharmacy and Health Sciences","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Medicine; Pediatrics; Virology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005007404,0.0001939598,0.0002801148,0.0007938762,0.0003062629,0.000432304,0.0003083184,0.0004524955,0.001872778],"category_scores_gemma":[0.00180095,0.0002074598,0.0004428867,0.0006158712,0.0001929126,0.0003511809,0.0002670397,0.000550108,0.0002625826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536361,"about_ca_system_score_gemma":0.0002674392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925146,"about_ca_topic_score_gemma":0.003589581,"domain_scores_codex":[0.9995633,0.00007847793,0.000045698,0.00007756918,0.0001137942,0.0001211324],"domain_scores_gemma":[0.9982862,0.0002604449,0.0009156848,0.00005190689,0.0001767601,0.0003089251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009380095,0.00001679379,0.9993217,0.000007084774,0.00001376753,0.00007336168,0.00002970121,0.000009646848,0.00005752374,0.000003051002,0.00003138537,0.0003422562],"study_design_scores_gemma":[0.00000183936,0.00008734026,0.9995789,0.000002177614,0.000007169571,0.0001866398,0.0000594093,0.00002206398,0.00001716008,0.000001874521,0.00003458308,7.429541e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992811,0.0002422587,0.00001142558,0.00001548489,0.000003707238,0.000005389089,0.00021874,0.000001600757,0.0002204056],"genre_scores_gemma":[0.9994923,0.0001018601,0.00002027511,0.000006280498,0.000007513446,0.00000573975,0.000266072,7.01867e-7,0.00009924822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003925146,"threshold_uncertainty_score":0.007804573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298689751062696,"score_gpt":0.4005671412884161,"score_spread":0.3675802437777891,"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."}}