{"id":"W3037427304","doi":"10.2147/nss.s251743","title":"<p>Impact of Mandatory Wake Time on Sleep Timing, Sleep Quality and Rest-Activity Cycle in College and University Students Complaining of a Delayed Sleep Schedule: An Actigraphy Study</p>","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; 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","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"Actigraphy; Medicine; Morning; Sleep (system call); Circadian rhythm; Bedtime; Schedule; Sleep onset; Duration (music); Insomnia; Audiology; Physical therapy; Psychiatry; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001406142,0.0003147163,0.0007184747,0.0006131022,0.0002817849,0.0000280992,0.0005625992,0.000426213,0.00005899067],"category_scores_gemma":[0.0001468077,0.0002845576,0.0001022104,0.001591694,0.001206707,0.0004724246,0.0002430037,0.0007173126,0.000001893735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005332537,"about_ca_system_score_gemma":0.00006326949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927743,"about_ca_topic_score_gemma":0.0001916491,"domain_scores_codex":[0.997122,0.0003539642,0.0004456821,0.0008634278,0.0007783647,0.0004365628],"domain_scores_gemma":[0.9983591,0.0002437712,0.0004349506,0.0004281738,0.0001790546,0.0003549828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01148497,0.007949103,0.8030803,0.0001866931,0.002093743,0.0002013788,0.04045,0.001289241,0.1068977,0.004400381,0.0001741991,0.02179232],"study_design_scores_gemma":[0.00688629,0.003380614,0.9771937,0.0000588203,0.0001913898,0.000008749687,0.004823201,0.006350368,0.0005945928,0.00009269171,0.00003375611,0.0003858082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958412,0.0006615586,0.00001681314,0.0001230873,0.0001222054,0.0005488771,0.000114508,0.00002926341,0.002542499],"genre_scores_gemma":[0.9996941,0.00004562396,0.000141694,0.00006896649,0.00001522567,0.000002149563,0.000005265568,0.00001586434,0.000011073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741134,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254818362521374,"score_gpt":0.3341497201930564,"score_spread":0.3116015365678427,"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."}}