{"id":"W4411803492","doi":"10.2196/73383","title":"In Vitro Characterization of the Immune Response to an Epitope Ensemble Vaccine Against Rhinovirus in Pediatric Asthma and Adults With Chronic Obstructive Pulmonary Disease: Protocol for an Observational and Exploratory Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhinovirus; Medicine; Immunology; COPD; Asthma; Population; Context (archaeology); Exacerbation; Immune system; Disease; Respiratory tract infections; Respiratory system; Internal medicine; Virus; Biology","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":[0.008987361,0.001639143,0.002621028,0.0008444641,0.001668661,0.001191169,0.001737999,0.001614971,0.009300495],"category_scores_gemma":[0.004267821,0.0007939606,0.001698709,0.001215512,0.001095036,0.0006214511,0.001018431,0.002282884,0.003047137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016564,"about_ca_system_score_gemma":0.004171005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592443,"about_ca_topic_score_gemma":0.001616942,"domain_scores_codex":[0.9948814,0.002475113,0.0007492056,0.0006838126,0.0007438547,0.0004666574],"domain_scores_gemma":[0.9964682,0.0004932425,0.0005780762,0.0007643374,0.001296687,0.0003995565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2296645,0.1177837,0.07169817,0.01340485,0.00127268,0.001428297,0.002333025,0.008378552,0.4174069,0.003790805,0.0190476,0.1137909],"study_design_scores_gemma":[0.04606046,0.5151394,0.184529,0.001671593,0.00170167,0.001044358,0.001536882,0.003568984,0.1139117,0.001654215,0.1288393,0.0003423641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.259241,0.003052335,0.01571473,0.0003111231,0.0005312827,0.7006419,0.01377258,0.0002194076,0.006515527],"genre_scores_gemma":[0.1176746,0.001455139,0.0168051,0.0006081745,0.0001619722,0.851995,0.008880043,0.00003754153,0.002382453],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.009300495,"threshold_uncertainty_score":0.04753029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538976881132177,"score_gpt":0.4925182176316563,"score_spread":0.3386205295184386,"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."}}