{"id":"W3152894658","doi":"10.1016/j.chest.2021.04.013","title":"Eosinophilic and Noneosinophilic Asthma","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"UCB Pharma; Janssen Pharmaceuticals; National Institute of Allergy and Infectious Diseases; Efficacy and Mechanism Evaluation Programme; Sanofi Genzyme; Seqirus; AKL Research and Development; Teijin Pharma; University of British Columbia; Astellas Pharma; Daiichi-Sankyo; Singapore General Hospital; Optimum Patient Care; AstraZeneca; Allergy Therapeutics; Regeneron Pharmaceuticals; Mylan; Meiji Seika Pharma; HAL Allergy; Medical Research Council; Meso Scale Diagnostics; Teva Pharmaceutical Industries; Handok; Takeda Pharmaceutical Company; Danone; Novartis; MedImmune; Sanofi; GlaxoSmithKline; Merck; Respiratory Effectiveness Group; Chiesi Farmaceutici; Boehringer Ingelheim; Amgen; Genentech; British Lung Foundation; Pfizer; Roche; Astellas Pharma US","keywords":"Asthma; Eosinophilic; Medicine; Immunology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000571041,0.0002947201,0.0005244071,0.0008653846,0.000405561,0.0005577294,0.0002323064,0.0006556351,0.009213191],"category_scores_gemma":[0.001312687,0.0001433553,0.0002511174,0.0005170775,0.0004807739,0.0006225739,0.0006340336,0.0006293445,0.0009572816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811585,"about_ca_system_score_gemma":0.0002875268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008090194,"about_ca_topic_score_gemma":0.001601269,"domain_scores_codex":[0.9995054,0.0001555131,0.0000478591,0.00004613956,0.00008948132,0.0001555127],"domain_scores_gemma":[0.9995239,0.0001306167,0.0001134875,0.00003147967,0.000053189,0.0001475136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003120833,0.000539238,0.8984106,0.000481749,0.0001761154,0.01574565,0.0007794371,0.0001029921,0.003938626,0.005904613,0.005340117,0.06545988],"study_design_scores_gemma":[0.00005185132,0.0002336165,0.9665621,0.00009633318,0.00005336559,0.02158167,0.00062665,0.00009945238,0.0001467883,0.001165857,0.009374666,0.000007595829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.912233,0.04046071,0.0002389422,0.00187794,0.0004388412,0.00005326836,0.0004302767,0.00001371784,0.04425333],"genre_scores_gemma":[0.9845521,0.006440395,0.0001340802,0.0003715091,0.0007740674,0.00002695679,0.0004851212,0.000005094636,0.007210662],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009213191,"threshold_uncertainty_score":0.03082114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424672071961824,"score_gpt":0.2623062630983988,"score_spread":0.2480595423787806,"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."}}