{"id":"W4404327507","doi":"10.1111/psyp.14726","title":"Pupil size correlates with heart rate, skin conductance, pulse wave amplitude, and respiration responses during emotional conflict and valence processing","year":2024,"lang":"en","type":"article","venue":"Psychophysiology","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Science and Technology Council","keywords":"Pupillary response; Pupillometry; Psychology; Pupil; Arousal; Heart rate; Tonic (physiology); Stimulus (psychology); Audiology; Autonomic nervous system; Developmental psychology; Neuroscience; Blood pressure; Cognitive psychology; Internal medicine; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256067,0.0001680817,0.000321691,0.00008592426,0.0001421478,0.00006623818,0.00002573132,0.0001150933,0.0001005519],"category_scores_gemma":[0.0001657173,0.0001304292,0.00003064303,0.0001594244,0.0003031851,0.0001822061,0.00002110584,0.0002658228,0.00001294795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003145779,"about_ca_system_score_gemma":0.0001756923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001672428,"about_ca_topic_score_gemma":0.000003886885,"domain_scores_codex":[0.9987617,0.0001389566,0.0002613968,0.00052919,0.00007659867,0.0002321806],"domain_scores_gemma":[0.9990773,0.0005325601,0.00004115924,0.0001664683,0.000078743,0.0001037454],"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":[0.001094514,0.00005547493,0.002356934,0.0004060488,0.00004439985,0.00002970135,0.0003912479,0.000006146663,0.9928761,0.0001672462,0.00005462768,0.00251755],"study_design_scores_gemma":[0.002769002,0.0009146181,0.9714737,0.0007642845,0.00008752202,0.0007174197,0.0001142772,0.004175294,0.007266388,0.001207908,0.01019512,0.0003144824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945838,0.001633911,0.000087094,0.002939168,0.0001502411,0.0003780502,0.00001854532,0.00008620031,0.0001230061],"genre_scores_gemma":[0.9976189,0.0002078037,0.0005113939,0.0006083231,0.0001818741,0.00004353196,0.00001231474,0.00001839881,0.0007974927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9856097,"threshold_uncertainty_score":0.5318749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194158143399038,"score_gpt":0.2876767601804331,"score_spread":0.2657351787464428,"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."}}