{"id":"W4399737868","doi":"10.1080/17476348.2024.2369250","title":"Understanding the role of biological sex can optimize care and drug development in asthma","year":2024,"lang":"en","type":"editorial","venue":"Expert Review of Respiratory Medicine","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health; University of Manitoba","funders":"","keywords":"Medicine; Asthma; Drug development; Intensive care medicine; Drug; Pharmacology; Immunology","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":[0.008845741,0.002276156,0.003419857,0.002340517,0.002134507,0.004625209,0.003459712,0.01217385,0.02087276],"category_scores_gemma":[0.03220727,0.0006734228,0.002379177,0.001179664,0.002005274,0.005641448,0.001776986,0.01475472,0.01462573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203416,"about_ca_system_score_gemma":0.004368152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745779,"about_ca_topic_score_gemma":0.005395309,"domain_scores_codex":[0.9955631,0.001277506,0.0005199138,0.0003854335,0.001977033,0.0002770397],"domain_scores_gemma":[0.9742883,0.01528348,0.001285189,0.0003647311,0.007271843,0.001506501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003412482,0.000006789077,0.00001841289,0.001209483,0.00002524944,0.00004068671,0.00002085859,0.0000150312,0.00003288023,0.0005992385,0.9809263,0.01707107],"study_design_scores_gemma":[0.0000505182,0.00003141749,0.0001417536,0.002358355,0.0000866299,0.0001628002,0.00004255686,0.00004740824,0.00004375815,0.001584018,0.995434,0.00001665896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003003538,0.08096527,0.0002051366,0.05139635,0.8650988,0.0000304503,0.00008970527,0.000054879,0.002129325],"genre_scores_gemma":[0.0004589026,0.07117958,0.0002119322,0.03694317,0.883679,0.00003306308,0.0000593503,0.00005209148,0.007382899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02087276,"threshold_uncertainty_score":0.06982636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060690057496682,"score_gpt":0.3878898091907562,"score_spread":0.281820803441088,"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."}}