{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003220853,0.0003034446,0.0002695796,0.0005569084,0.0004218302,0.0004103491,0.0002226472,0.000381011,0.001584454],"category_scores_gemma":[0.001043928,0.0002441888,0.0003522433,0.0003651081,0.0003502756,0.0002467624,0.0004024791,0.0003819405,0.0002046327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920954,"about_ca_system_score_gemma":0.0002537842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910148,"about_ca_topic_score_gemma":0.005444896,"domain_scores_codex":[0.9997944,0.0000351604,0.0000229302,0.00004357684,0.00004889193,0.0000551623],"domain_scores_gemma":[0.9991437,0.0001291009,0.0002599809,0.0000504992,0.00008577588,0.00033093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001930058,0.00130996,0.9842483,0.00003884046,0.00007351732,0.0002598164,0.0008110926,0.00002673249,0.004307763,0.000009457313,0.00005707876,0.006927376],"study_design_scores_gemma":[0.00002774798,0.001714021,0.9972385,0.000002326403,0.00002043931,0.000191504,0.0004671382,0.00005821446,0.0002240842,0.000004546964,0.00004832453,0.00000327602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999193,0.00001574954,0.00001147712,0.000002893414,0.000001258489,0.000004189294,0.000008245258,5.481833e-7,0.00003636223],"genre_scores_gemma":[0.9998092,0.00001568396,0.00004080804,0.00000979067,0.000003740268,0.000006470701,0.00002751954,6.535718e-7,0.00008620026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003910148,"threshold_uncertainty_score":0.00777477,"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."}}