{"id":"W3098160509","doi":"10.1093/sleep/zsaa230","title":"Spindles are highly heritable as identified by different spindle detectors","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":"University of Manitoba; Research Manitoba; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal","funders":"National Institute of Mental Health; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Bristol-Myers Squibb; Eli Lilly and Company; Université de Montréal; Pfizer","keywords":"Heritability; Sleep spindle; Polysomnography; Biology; Sleep (system call); Electroencephalography; Psychology; Audiology; Genetics; Neuroscience; Non-rapid eye movement sleep; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007232413,0.0002277787,0.0002637455,0.00006665588,0.0002653298,0.0002296116,0.0006094215,0.00009504517,0.0008433196],"category_scores_gemma":[0.0006631609,0.0001958983,0.0001105463,0.0004432091,0.0001222552,0.0002228064,0.0002468657,0.0003137147,0.001582236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004895942,"about_ca_system_score_gemma":0.00002037999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007403582,"about_ca_topic_score_gemma":0.00001536598,"domain_scores_codex":[0.9976451,0.0001370535,0.0002432912,0.0006694639,0.0007075334,0.0005975446],"domain_scores_gemma":[0.9990689,0.00008509765,0.00008564119,0.0003370155,0.0000372985,0.0003860623],"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":[0.0001216155,0.0002196137,0.006073192,0.00005581673,0.0000161528,0.0001195369,0.0003154817,0.00001926027,0.9757884,0.0005605218,0.007813301,0.008897087],"study_design_scores_gemma":[0.0006062157,0.0001775589,0.002185511,0.00001760558,0.00001091254,0.000004088442,0.0001769544,0.0005899292,0.9835196,0.0002370411,0.01221089,0.0002636718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993692,0.0002146462,0.0002509064,0.002305281,0.0004302733,0.0003100891,0.00004466341,0.000202799,0.002549316],"genre_scores_gemma":[0.9972143,0.00003203792,0.000009016014,0.001394632,0.0001693294,0.0000569366,0.000006196227,0.00004168072,0.001075857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008633414,"threshold_uncertainty_score":0.9991952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371272836945374,"score_gpt":0.2729168474103145,"score_spread":0.2292041190408608,"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."}}