{"id":"W2991581873","doi":"10.1183/13993003.congress-2019.oa5337","title":"Baseline predictors of being exacerbation-free during 2 years of benralizumab treatment","year":2019,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Benralizumab; Internal medicine; Exacerbation; Asthma; Lung function; Subgroup analysis; Gastroenterology; Lung; Eosinophil; Mepolizumab; Confidence interval","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":[0.0008053896,0.0001845467,0.0004723393,0.0002666156,0.0002266439,0.0004428588,0.0002709399,0.0005235026,0.002021217],"category_scores_gemma":[0.002818496,0.0001405771,0.000802503,0.0002801533,0.0001102576,0.0003272647,0.000330319,0.0008353043,0.0002156001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581452,"about_ca_system_score_gemma":0.0002956063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386098,"about_ca_topic_score_gemma":0.003344246,"domain_scores_codex":[0.9994962,0.0001008998,0.00007040009,0.0001190618,0.00008874767,0.0001246427],"domain_scores_gemma":[0.9974778,0.0004938197,0.001160733,0.0001257986,0.0001927473,0.0005490466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002353515,0.00008032827,0.9938081,0.0000307524,0.0001408746,0.00003785522,0.0000261039,0.0001366619,0.0002168518,0.00002200955,0.0003697693,0.002777223],"study_design_scores_gemma":[0.00003780011,0.0002979823,0.9990301,0.00001815067,0.00005117287,0.00009214675,0.00003177247,0.000227408,0.00003323461,0.00001642691,0.000160496,0.000003208441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971054,0.001075633,0.00005511413,0.0001221506,0.00001695492,0.00001712076,0.0008732936,0.000004114894,0.0007301071],"genre_scores_gemma":[0.9990726,0.00008831323,0.00002550631,0.00003600384,0.00001783717,0.00001019459,0.0006031921,0.000001100216,0.0001451636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002386098,"threshold_uncertainty_score":0.00676167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007001223790630788,"score_gpt":0.2364496870228362,"score_spread":0.2294484632322054,"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."}}