{"id":"W4404054147","doi":"10.1016/j.numecd.2024.10.020","title":"Sleep: The silent hero in cardiometabolic health","year":2024,"lang":"en","type":"review","venue":"Nutrition Metabolism and Cardiovascular Diseases","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"HERO; Sleep (system call); Medicine; Cardiovascular health; Gerontology; Internal medicine; Computer science; Disease; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000857652,0.0007495112,0.003669685,0.0008078233,0.0002071983,0.0001620051,0.0004080267,0.0005035503,0.000124971],"category_scores_gemma":[0.0000355343,0.0004756639,0.004596628,0.001575225,0.0002255552,0.0000882833,0.0001373464,0.0008858199,0.0003695809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179568,"about_ca_system_score_gemma":0.0001606707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003497873,"about_ca_topic_score_gemma":0.000008345161,"domain_scores_codex":[0.9946772,0.001970397,0.0008777297,0.001144107,0.0006330245,0.0006975211],"domain_scores_gemma":[0.9980307,0.0001217405,0.0001551433,0.001335342,0.0000463983,0.0003106534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009189443,0.0003213399,0.000002244997,0.007743123,0.009020427,0.00008989578,0.0002451259,0.000003464075,3.19921e-9,0.001898929,0.008664954,0.9720013],"study_design_scores_gemma":[0.001303524,0.00001535276,0.000113407,0.002765886,0.026142,0.0001351474,0.0006685923,0.000001401601,1.177659e-8,0.0003355071,0.9680421,0.0004771107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009743962,0.9925576,0.00004459764,0.000142183,0.003216718,0.002346223,0.0006327848,0.0001616349,0.0008885154],"genre_scores_gemma":[0.0001299153,0.9955218,0.00001047403,0.0001944185,0.001244306,0.002260006,0.0003824635,0.0001342386,0.0001223062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9715242,"threshold_uncertainty_score":0.9997695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463933892414289,"score_gpt":0.3233999844131535,"score_spread":0.2987606454890106,"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."}}