{"id":"W4285405166","doi":"10.1016/j.rmed.2022.106932","title":"Systemic vascular health is compromised in both confirmed and unconfirmed asthma","year":2022,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Arterial stiffness; Asthma; Pulse wave velocity; Internal medicine; Systemic inflammation; Methacholine; Cardiology; Inflammation; Gastroenterology; Immunology; Blood pressure; Respiratory disease; Lung","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":[0.001527317,0.0006005773,0.0007078572,0.001344408,0.0007638944,0.001774092,0.0006550162,0.001783668,0.003444978],"category_scores_gemma":[0.007648715,0.0004324668,0.0004965684,0.0006802609,0.001546676,0.00102346,0.001098338,0.001487162,0.0005051079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918358,"about_ca_system_score_gemma":0.0004673844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470925,"about_ca_topic_score_gemma":0.003035611,"domain_scores_codex":[0.9982723,0.00041984,0.0001622819,0.0003259782,0.0003807772,0.0004387127],"domain_scores_gemma":[0.9965739,0.001259986,0.001054503,0.0002348588,0.0003331093,0.0005436844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001066573,0.0001181566,0.9852154,0.00005117121,0.00007554923,0.005742875,0.0003351241,0.00006386478,0.001806765,0.0002309832,0.0002667662,0.005026831],"study_design_scores_gemma":[0.00001829542,0.0003268599,0.9863799,0.00006746274,0.0000970368,0.0106138,0.0008819698,0.0002747577,0.0003990699,0.0004278273,0.0004984249,0.00001451302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934937,0.001507663,0.0002669458,0.0005362568,0.00007865464,0.0000180238,0.0001756835,0.00001727963,0.003905824],"genre_scores_gemma":[0.9993615,0.0001779905,0.00009190844,0.00008561638,0.00006317702,0.000003495739,0.00007225895,0.000002100143,0.000142052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003444978,"threshold_uncertainty_score":0.01152456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260536588990471,"score_gpt":0.3010333113392458,"score_spread":0.2749796524401987,"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."}}