{"id":"W4323812305","doi":"10.1113/ep091104","title":"Psychosocial vascular interactions: It's a ‘shame’ we don't kNOw more","year":2023,"lang":"en","type":"letter","venue":"Experimental Physiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Endothelial dysfunction; Shame; Medicine; Inflammation; Sympathetic nervous system; Internal medicine; Endocrinology; Psychosocial; Endothelium; Psychology; Blood pressure; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002913418,0.0006856508,0.001118196,0.0006409413,0.003354266,0.006318157,0.0007605325,0.004395158,0.01141903],"category_scores_gemma":[0.009623512,0.0003110986,0.001002902,0.0004770765,0.005866311,0.005502118,0.003220186,0.009814913,0.002634618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714904,"about_ca_system_score_gemma":0.002023801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510883,"about_ca_topic_score_gemma":0.002960418,"domain_scores_codex":[0.9965543,0.001922762,0.0001016283,0.0002822884,0.0007597709,0.000379395],"domain_scores_gemma":[0.9955267,0.001531404,0.0005432243,0.0002331759,0.0008537628,0.001311788],"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":[0.000458852,0.0004659168,0.01632125,0.003303267,0.0007860285,0.002820054,0.02739135,0.0002157864,0.003538974,0.02983916,0.5159089,0.3989504],"study_design_scores_gemma":[0.0001296937,0.0007702136,0.0219994,0.005252042,0.000355738,0.008968124,0.04750765,0.0003910999,0.0007694332,0.06138873,0.8522111,0.0002567142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02675784,0.1275398,0.003249785,0.7869865,0.03169932,0.00005598079,0.0002708414,0.0002218803,0.02321803],"genre_scores_gemma":[0.3799939,0.1724294,0.003760898,0.3808159,0.03300884,0.0001611484,0.0002997979,0.0002341094,0.029296],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01141903,"threshold_uncertainty_score":0.03820044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476434742933079,"score_gpt":0.4025030372069062,"score_spread":0.3677386897775755,"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."}}