{"id":"W4410510781","doi":"10.1164/rccm.202501-0246oc","title":"Prevention of Cardiovascular and Other Systemic Adverse Outcomes in Patients with Asthma Treated with Biologics","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; University of Alberta; Vancouver General Hospital; Université de Sherbrooke; Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"National Research Foundation Singapore; Optimum Patient Care; Novartis Pharmaceuticals Canada; Trinity College Dublin; GlaxoSmithKline; Teva Canada Innovation","keywords":"Medicine; Asthma; Adverse effect; Hazard ratio; Internal medicine; Cohort; Proportional hazards model; Pediatrics; Confidence interval","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":[0.001498188,0.0002038675,0.0004633408,0.0005696502,0.000260967,0.000448365,0.0002626296,0.0003784755,0.0009565016],"category_scores_gemma":[0.002604756,0.0001252785,0.0006351846,0.0007665021,0.000195198,0.0002189908,0.000249944,0.0005562127,0.0001227613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254699,"about_ca_system_score_gemma":0.0004643243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149036,"about_ca_topic_score_gemma":0.001105851,"domain_scores_codex":[0.9990488,0.0004150679,0.00009874027,0.0001404581,0.000207341,0.00008960061],"domain_scores_gemma":[0.9977478,0.0004694558,0.001315005,0.0001230201,0.0001584291,0.0001861789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001685516,0.0002104313,0.9792725,0.0002669843,0.0002622214,0.00007571952,0.00002997815,0.0001297073,0.0005197001,0.00007612367,0.0002506806,0.01722055],"study_design_scores_gemma":[0.0002394226,0.001394953,0.9962495,0.0001110574,0.0002217401,0.0003120968,0.00004585944,0.0003144873,0.0001948473,0.0001162663,0.0007935822,0.000006228839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809753,0.01382781,0.0006971459,0.0004733102,0.00006973983,0.0001409114,0.00134074,0.00001636016,0.002458745],"genre_scores_gemma":[0.9961986,0.002317865,0.0003843653,0.0001539306,0.0001429846,0.00008328789,0.0005015132,0.000001496627,0.0002159331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001498188,"threshold_uncertainty_score":0.007923305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008501049392856183,"score_gpt":0.2765135950507981,"score_spread":0.2680125456579419,"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."}}