{"id":"W4285108044","doi":"10.2139/ssrn.4122975","title":"Systemic Vascular Health in Confirmed and Unconfirmed Asthma","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Asthma; Arterial stiffness; Medicine; Pulse wave velocity; Internal medicine; Systemic inflammation; Methacholine; Cardiology; Inflammation; Blood pressure; Respiratory disease; Lung","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":[0.001324694,0.0003311984,0.0005170514,0.001379739,0.000564411,0.001227008,0.0005627496,0.001111156,0.002519235],"category_scores_gemma":[0.004638439,0.0002766618,0.0005658285,0.0008070425,0.0006999365,0.0007338739,0.0009633863,0.0009863892,0.0003369335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543815,"about_ca_system_score_gemma":0.0004551909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004538962,"about_ca_topic_score_gemma":0.006979589,"domain_scores_codex":[0.9988363,0.0003868859,0.0001377181,0.0001900553,0.0002053885,0.0002435462],"domain_scores_gemma":[0.9980177,0.0007773228,0.0005097071,0.0001242863,0.0001905196,0.0003805596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008151006,0.00008987298,0.9967369,0.00001627946,0.0000428954,0.0005593613,0.0001722632,0.00002796866,0.000163544,0.00004131853,0.00007425041,0.001260142],"study_design_scores_gemma":[0.00001363333,0.0002387056,0.998168,0.00001179587,0.0000359735,0.0007051917,0.0005160324,0.0001173615,0.00004488616,0.00005240507,0.00009144654,0.000004530472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982978,0.0004280113,0.00002255841,0.00005385842,0.00001622496,0.000007850787,0.0001700177,0.000001965201,0.001001789],"genre_scores_gemma":[0.9996464,0.00006128234,0.00001607899,0.00001844397,0.00002004764,0.000002933221,0.0001388169,5.867057e-7,0.00009531943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004538962,"threshold_uncertainty_score":0.009025097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009509313186995423,"score_gpt":0.2774876258583144,"score_spread":0.2679783126713189,"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."}}