{"id":"W2909497715","doi":"10.1002/ppul.24247","title":"Genetic determinants of acute asthma therapy response in children with moderate‐to‐severe asthma exacerbations","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; Children’s Health Research Institute; McGill University; Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Montreal Children's Hospital; University of Manitoba; Children's Hospital Research Institute of Manitoba; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; McGill University Health Centre; London Health Sciences Centre","keywords":"Medicine; Asthma; Emergency department; Odds ratio; Single-nucleotide polymorphism; Internal medicine; Bronchodilator; Prospective cohort study; Logistic regression; Cohort; Pediatrics; Genotype","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001331957,0.0002147893,0.0004780013,0.000534988,0.00003836071,0.000007385015,0.0001640027,0.0001713059,0.0001602326],"category_scores_gemma":[0.00003868301,0.0001658404,0.00007570044,0.0005648312,0.00005671771,0.00006615931,0.00005310073,0.0001760312,0.0001474247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004807538,"about_ca_system_score_gemma":0.0004387095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004724818,"about_ca_topic_score_gemma":0.00001545756,"domain_scores_codex":[0.998466,0.0001657694,0.000374966,0.0004156163,0.0001969818,0.0003807277],"domain_scores_gemma":[0.9990537,0.00007912811,0.0001376374,0.0004556757,0.00009808134,0.0001758362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007029944,0.0002744262,0.9828599,0.00001600356,0.00004958807,0.00008381421,0.0001415016,0.0002696973,0.000635621,0.000002703874,0.00008004663,0.008556733],"study_design_scores_gemma":[0.002871719,0.002840286,0.9928837,0.00001372775,0.00005390762,0.0003337521,0.00003547366,0.0002372631,0.0002804731,0.0000183909,0.0002434036,0.0001879348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977028,0.0008815246,0.00006317275,0.0001699786,0.00006805029,0.0009535911,0.00003981914,0.00003703884,0.00008398692],"genre_scores_gemma":[0.9981304,0.0003011019,0.0006315429,0.0002849652,0.0001318118,0.00006884267,0.000009424201,0.00003714912,0.0004048018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002375,"threshold_uncertainty_score":0.6762774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00767830634908151,"score_gpt":0.2553320813681013,"score_spread":0.2476537750190198,"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."}}