{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00170418,0.000494468,0.0003504469,0.001214907,0.0001485834,0.000402958,0.0001724618,0.0002162119,0.001078918],"category_scores_gemma":[0.007386144,0.000340885,0.0003798717,0.0004965778,0.0003611611,0.0002816989,0.0006198392,0.0002162333,0.00009434918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259399,"about_ca_system_score_gemma":0.00009885807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205469,"about_ca_topic_score_gemma":0.00131283,"domain_scores_codex":[0.9991341,0.0002742353,0.00009178138,0.0002648225,0.0001797488,0.0000552661],"domain_scores_gemma":[0.9944385,0.002971579,0.001546521,0.000584076,0.0003367424,0.0001225006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006156146,0.00005859635,0.9365646,0.00005445029,0.000643602,0.0001602594,0.0005719671,0.001329313,0.03943437,0.0001417955,0.0000807349,0.02034462],"study_design_scores_gemma":[0.000009263445,0.00008351529,0.9965377,0.000004467312,0.00006014066,0.000142735,0.00004726058,0.00178132,0.001227711,0.00006265628,0.00003628401,0.000006955191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966289,0.00004438849,0.003054523,0.000006006011,0.000001377519,0.00001271473,0.00007964131,0.00002308504,0.0001493655],"genre_scores_gemma":[0.9979964,0.00002488384,0.001729613,0.000003225472,0.000002453314,0.00001195508,0.0001601255,0.00001001688,0.00006126012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00170418,"threshold_uncertainty_score":0.009012699,"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."}}