{"id":"W4391222075","doi":"10.1016/j.jaip.2024.01.023","title":"Phenotyping of Severe Asthma in the Era of Broad-Acting Anti-Asthma Biologics","year":2024,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Lung Association; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Regeneron Pharmaceuticals; Medical Research Council; Sanofi; Janssen Pharmaceuticals; Genentech; AstraZeneca; Allergy Therapeutics; Amgen","keywords":"Medicine; Asthma; Asthma exacerbations; MEDLINE; Intensive care medicine; Immunology","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":[0.001187849,0.0006760397,0.001738353,0.002101598,0.0001709422,0.001056248,0.0007119512,0.00101855,0.00157832],"category_scores_gemma":[0.001945115,0.0002481645,0.0008279087,0.001619229,0.0003617638,0.0009973666,0.0005952847,0.00178202,0.0009519727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004820663,"about_ca_system_score_gemma":0.001042241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008395271,"about_ca_topic_score_gemma":0.001631372,"domain_scores_codex":[0.9994531,0.0001356432,0.00009454259,0.00006780007,0.0002169451,0.00003183112],"domain_scores_gemma":[0.9990232,0.000564542,0.0001244659,0.00001947017,0.0002262379,0.00004207165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001074597,0.00004787555,0.000557813,0.02295738,0.0002165053,0.0001686345,0.00005181189,0.0002102322,0.0008183584,0.001709717,0.0167405,0.9564137],"study_design_scores_gemma":[0.00006897817,0.0002263347,0.005045225,0.01985718,0.0006189544,0.003221511,0.0001212092,0.0001995434,0.0006156053,0.002845046,0.9671372,0.00004327664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008744525,0.9991888,0.00006221802,0.0002203934,0.0001059438,0.000003359752,0.00001033998,0.000003142208,0.0003182497],"genre_scores_gemma":[0.0006088896,0.9987524,0.0001715322,0.0001919861,0.0001199579,0.000005122706,0.00002030621,8.745524e-7,0.0001289728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002101598,"threshold_uncertainty_score":0.006282032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452318532099552,"score_gpt":0.4186300024421966,"score_spread":0.3541068171212011,"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."}}