{"id":"W3087235956","doi":"10.1093/sleep/zsaa186","title":"Are age and sex effects on sleep slow waves only a matter of electroencephalogram amplitude?","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Electroencephalography; Amplitude; Audiology; Cohort; Young adult; Sleep (system call); Age groups; Psychology; Demography; Medicine; Physics; Developmental psychology; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00009858963,0.0001989921,0.0003020747,0.0001025887,0.000109124,0.00008501585,0.0003356685,0.00007617282,0.000119601],"category_scores_gemma":[0.0004346535,0.0001682744,0.00007938043,0.000392351,0.0001892252,0.0001066281,0.0001394137,0.0003103633,0.0001414922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002037365,"about_ca_system_score_gemma":0.00001219055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202734,"about_ca_topic_score_gemma":0.00000473337,"domain_scores_codex":[0.9980448,0.0002053572,0.0001936683,0.0005752362,0.0004864705,0.0004943999],"domain_scores_gemma":[0.9990185,0.0003383092,0.0001024611,0.0002874581,0.00002349822,0.0002297462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006259789,0.0006991551,0.1697298,0.001014299,0.00009172789,0.002098794,0.002909979,0.00007930804,0.6418631,0.002407903,0.004924599,0.1735553],"study_design_scores_gemma":[0.001976198,0.001585854,0.163822,0.0001055479,0.00004514291,0.00004272931,0.0001738343,0.002304356,0.8237841,0.001132348,0.004480884,0.0005470474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947692,0.00009345364,0.0003225422,0.001841677,0.00009262912,0.0004075614,0.00001575434,0.00007248421,0.002384767],"genre_scores_gemma":[0.9949279,0.00001715816,0.00005722912,0.004624411,0.0001146015,0.0000510255,0.000002217215,0.00002847552,0.0001769397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.181921,"threshold_uncertainty_score":0.6862031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289704248682236,"score_gpt":0.2803254737073176,"score_spread":0.251355048839094,"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."}}