{"id":"W3137255421","doi":"10.1139/apnm-2020-1025","title":"Impairments in glycaemic control do not increase linearly with repeated nights of sleep restriction in healthy adults: a randomised controlled trial","year":2021,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep restriction; Crossover study; Medicine; Sleep (system call); Morning; Internal medicine; Sleep deprivation; Glycemic; Insulin; Endocrinology; Circadian rhythm; Placebo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005484016,0.001818823,0.005030561,0.000899395,0.0007988273,0.001538127,0.001302164,0.003639703,0.006012685],"category_scores_gemma":[0.007711857,0.0009939943,0.004029191,0.0009321123,0.00216246,0.001772497,0.000735103,0.002865651,0.000749829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012011,"about_ca_system_score_gemma":0.002040191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241788,"about_ca_topic_score_gemma":0.003371066,"domain_scores_codex":[0.9952443,0.003035717,0.0005313948,0.0005428958,0.0003032428,0.0003424194],"domain_scores_gemma":[0.9958026,0.001645156,0.001040275,0.000429476,0.0002705119,0.0008120235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9891795,0.003286488,0.0003369277,0.0007448112,0.001000726,0.0000230293,0.00004087874,0.00007364884,0.0005452167,0.00004273719,0.0001871927,0.004538807],"study_design_scores_gemma":[0.9684417,0.03019637,0.0006678093,0.00003794273,0.0003070858,0.000006777288,0.000009999128,0.0001002939,0.00005787656,0.00005039021,0.000114683,0.000009028369],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760683,0.007834536,0.001260222,0.001106401,0.002162084,0.009581213,0.0006899374,0.0001821238,0.001115117],"genre_scores_gemma":[0.9671487,0.004463783,0.003745276,0.001530634,0.001436055,0.0181326,0.0005961223,0.00004194066,0.002904851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006012685,"threshold_uncertainty_score":0.02900261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005548213984899806,"score_gpt":0.2457464552818397,"score_spread":0.2401982412969399,"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."}}