{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009859232,0.0009830672,0.002066449,0.001937987,0.0004732742,0.002021239,0.0009870525,0.002371284,0.00576064],"category_scores_gemma":[0.001687841,0.0002925996,0.0005080707,0.002252776,0.001120472,0.002202592,0.001620689,0.003792167,0.00202776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007913562,"about_ca_system_score_gemma":0.001799826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884332,"about_ca_topic_score_gemma":0.004161936,"domain_scores_codex":[0.9997187,0.00007459898,0.00004214947,0.0000536407,0.00008464562,0.00002615755],"domain_scores_gemma":[0.9990528,0.0005824502,0.00009367044,0.00002429043,0.0001479123,0.000098779],"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":[0.00009097155,0.00006014928,0.0002157379,0.01674168,0.0001326039,0.00009533245,0.0001080531,0.000140959,0.0003621584,0.004118659,0.06677587,0.9111578],"study_design_scores_gemma":[0.00003922893,0.0001065844,0.001749147,0.01585307,0.0002064387,0.0007252509,0.0002004433,0.0001058638,0.00008938989,0.00559784,0.9752929,0.00003379659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001901768,0.9988017,0.00002718697,0.000532825,0.0003600804,8.657709e-7,0.000007287418,0.000002606361,0.0002483828],"genre_scores_gemma":[0.0003269457,0.9979826,0.00005683903,0.0004733829,0.0008673582,0.000002688895,0.00001129866,0.000001039712,0.0002777789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00576064,"threshold_uncertainty_score":0.01927125,"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."}}