{"id":"W2001886523","doi":"10.1016/s0022-3999(00)00194-x","title":"How is good and poor sleep in older adults and college students related to daytime sleepiness, fatigue, and ability to concentrate?","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":235,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dawson College; Jewish General Hospital; Université de Montréal; Concordia University; McGill University","funders":"Health Canada","keywords":"Psychology; Daytime; Excessive daytime sleepiness; Distress; Chronotype; Depression (economics); Clinical psychology; Sleep debt; Insomnia; Sleep disorder; Audiology; Psychiatry; Circadian rhythm; Medicine","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":[0.001628283,0.000225641,0.0004957579,0.0004698902,0.0001430513,0.0001797905,0.0003732179,0.0002698595,0.001053853],"category_scores_gemma":[0.000193111,0.0001811289,0.00005152877,0.001148305,0.0002167814,0.0002333397,0.00007902022,0.0007748178,0.00005969586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006391929,"about_ca_system_score_gemma":0.00003824209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009758339,"about_ca_topic_score_gemma":0.00002675219,"domain_scores_codex":[0.9966207,0.0005990759,0.0007745101,0.0004909183,0.0008951786,0.0006196044],"domain_scores_gemma":[0.998276,0.0003702717,0.0001344551,0.0003377477,0.000269626,0.0006119225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004485374,0.003632886,0.7210041,0.0003927964,0.001219161,0.0005317677,0.07812396,0.00002277391,0.0005368932,0.0004491148,0.03722059,0.1523806],"study_design_scores_gemma":[0.01451055,0.00138888,0.9660574,0.001005162,0.00005422269,0.0002548175,0.01295416,0.0002202629,0.00002759147,0.001377488,0.00182314,0.0003263056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792619,0.003481244,0.000008161253,0.01311478,0.0002488572,0.001243085,0.00001462593,0.000009832056,0.002617548],"genre_scores_gemma":[0.9968745,0.0007824284,0.0002412097,0.0003675794,0.00003905955,0.0000323555,9.507276e-7,0.00002889267,0.001633017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450534,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392074197140083,"score_gpt":0.3835439071341022,"score_spread":0.3596231651627014,"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."}}