{"id":"W4311932502","doi":"10.1113/ep090732","title":"The acute effect of heat exposure on forearm macro‐ and microvascular function: Impact of measurement timing, heating modality and biological sex","year":2022,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Lakehead University; Montreal Heart Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Fondation Institut de Cardiologie de Montréal; Institut de Cardiologie de Montréal; Canada Foundation for Innovation","keywords":"Hyperaemia; Forearm; Brachial artery; Medicine; Cardiology; Reactive hyperemia; Internal medicine; Blood flow; Vasodilation; Surgery; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003522135,0.0001391509,0.0003646649,0.00002432402,0.0001966328,0.00000321307,0.00005178839,0.00004668931,0.0001534658],"category_scores_gemma":[0.00003928037,0.00007377786,0.0001570297,0.00005749312,0.0002743616,0.00001245025,0.000128993,0.0001251215,4.47707e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006567917,"about_ca_system_score_gemma":0.00001846273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004168757,"about_ca_topic_score_gemma":1.930578e-7,"domain_scores_codex":[0.9988126,0.0004476669,0.0001966378,0.0002232289,0.0001714349,0.0001484119],"domain_scores_gemma":[0.9994449,0.0002246829,0.00006754562,0.0001817667,0.00002396096,0.00005712652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01127862,0.0001432384,0.001718107,0.00001420109,0.000251632,0.000001286063,0.000181228,0.00008099807,0.9845346,0.00007968131,0.00004021933,0.001676214],"study_design_scores_gemma":[0.001655179,0.01690827,0.7016128,0.00001217915,0.00003483555,0.00002432013,0.0002198087,0.0001411824,0.2791226,0.0001493556,0.00004708533,0.00007245895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978419,0.001642477,0.000003425157,0.00003946104,0.00004336675,0.0003490563,0.00001322917,0.00001324821,0.0000538253],"genre_scores_gemma":[0.9997443,0.00002541083,0.00001351937,0.0000902592,0.00003061058,0.00005217654,0.0000192542,0.000007084659,0.00001738135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.705412,"threshold_uncertainty_score":0.3008574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439569395556034,"score_gpt":0.3267768604916667,"score_spread":0.2923811665361063,"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."}}