{"id":"W4406414435","doi":"10.1080/15502724.2024.2438682","title":"Assessing the Effects of Polychromatic Light Exposure on Heart Rate in Healthy Adults: A Systematic Review Contrasting α-Opic Equivalent Daylight Illuminances","year":2025,"lang":"en","type":"review","venue":"LEUKOS The Journal of the Illuminating Engineering Society of North America","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Public Health England; Technische Universiteit Eindhoven; National Research Council; Health Canada; University of Ottawa","keywords":"Daylight; Optics; Physics","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":[0.004629797,0.0009454285,0.004341036,0.003698426,0.0003841384,0.001994277,0.0009255979,0.001148823,0.002929501],"category_scores_gemma":[0.02509265,0.0006584878,0.007400803,0.004014354,0.0005565966,0.001219559,0.0007801318,0.0007651417,0.000249171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230231,"about_ca_system_score_gemma":0.003446594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00584214,"about_ca_topic_score_gemma":0.01982251,"domain_scores_codex":[0.9956785,0.001473154,0.001614098,0.000494715,0.0006392979,0.0001003012],"domain_scores_gemma":[0.9763004,0.01956362,0.002610127,0.0002749799,0.001131572,0.0001193095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005281963,0.00003500468,0.002981151,0.9223903,0.02313513,0.00007935826,0.0002557483,0.00009655859,0.0003576224,0.0001686846,0.0008779657,0.04909428],"study_design_scores_gemma":[0.0006013311,0.0009144468,0.03857647,0.7089486,0.2241796,0.0005349214,0.0005606233,0.00016338,0.0006372527,0.0005089231,0.02428195,0.00009270447],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00394947,0.9950098,0.0001548737,0.00011803,0.00007489861,0.0001105548,0.0003323963,0.0000064366,0.0002436362],"genre_scores_gemma":[0.05206476,0.9453226,0.0009118697,0.0006200164,0.0001166839,0.0004201951,0.0003588183,0.00000979287,0.0001752729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00584214,"threshold_uncertainty_score":0.02448499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278030241706071,"score_gpt":0.2808613600563683,"score_spread":0.2680810576393076,"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."}}