{"id":"W2888063502","doi":"10.1183/13993003.00936-2018","title":"Baseline patient factors impact on the clinical efficacy of benralizumab for severe asthma","year":2018,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"AstraZeneca","keywords":"Medicine; Benralizumab; Asthma; Baseline (sea); Clinical efficacy; Intensive care medicine; Internal medicine; Eosinophil","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984203,0.0002851688,0.0004407936,0.0001454203,0.0003659503,0.0000434159,0.0002763162,0.00006829711,0.0008567328],"category_scores_gemma":[0.001924327,0.0001408427,0.0008349101,0.0001627775,0.000369383,0.00007126994,0.00006550064,0.0005133346,0.00012486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007045474,"about_ca_system_score_gemma":0.0004191688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.337416e-7,"about_ca_topic_score_gemma":5.356441e-7,"domain_scores_codex":[0.9965847,0.0012363,0.00102076,0.0002924794,0.0004999866,0.0003657632],"domain_scores_gemma":[0.9970915,0.0007382401,0.0005801984,0.0005424415,0.0005140641,0.0005335233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01574446,0.003761122,0.2333765,0.0001095331,0.001006492,0.0006968108,0.001278548,0.0001467696,0.0032315,0.0002472641,0.3143337,0.4260672],"study_design_scores_gemma":[0.004130126,0.01810328,0.6212411,0.0003296889,0.0001261016,0.0001171488,0.0003430407,0.00003837751,0.001621509,0.00001311828,0.3536907,0.0002458128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955069,0.0003235885,0.0002158261,0.0002104577,0.0005124867,0.0004714012,0.00007103266,0.00003337225,0.002654909],"genre_scores_gemma":[0.9942641,0.00001041549,0.0001140794,0.002893554,0.002533209,0.000001550215,0.000006253147,0.0000724299,0.0001043744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4258214,"threshold_uncertainty_score":0.9380624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06172754770937065,"score_gpt":0.3617501369610916,"score_spread":0.3000225892517209,"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."}}