{"id":"W4400542764","doi":"10.1136/bmjpo-2024-epac.58","title":"OP-059 Lung function improvement by dupilumab associated with better asthma control in children","year":2024,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Dupilumab; Lung function; Medicine; Asthma; Computer science; Lung; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008148208,0.0002708128,0.0006238816,0.0001477656,0.0001104646,0.0004042434,0.0002241779,0.0003081086,0.003056337],"category_scores_gemma":[0.0009448734,0.0001488581,0.001016511,0.0002196901,0.0002135493,0.0002179418,0.0001906835,0.0005930778,0.0003029191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138533,"about_ca_system_score_gemma":0.0005138619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763936,"about_ca_topic_score_gemma":0.004151252,"domain_scores_codex":[0.9996011,0.0001716967,0.00002279483,0.00007261558,0.0000609348,0.00007101453],"domain_scores_gemma":[0.999317,0.0001801469,0.0003136315,0.00003759595,0.00003506116,0.0001165315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07322888,0.001600318,0.766349,0.001236476,0.002014682,0.000711114,0.0001881311,0.00078114,0.0208837,0.0003014862,0.007328942,0.1253762],"study_design_scores_gemma":[0.002933907,0.009371988,0.9811337,0.00007659329,0.0006324539,0.0006359167,0.00006359322,0.0007334166,0.001673065,0.00006569391,0.002667208,0.00001238956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941539,0.002757029,0.0001710451,0.0002746947,0.00003363838,0.0000441063,0.001404889,0.00003171884,0.00112892],"genre_scores_gemma":[0.9976003,0.000492187,0.0004081883,0.0001879948,0.00002895183,0.00004185022,0.0007379366,0.00001032885,0.0004923411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003056337,"threshold_uncertainty_score":0.01022452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00231415935377806,"score_gpt":0.208539568037547,"score_spread":0.2062254086837689,"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."}}