{"id":"W2839675519","doi":"10.5935/1984-0063.20180013","title":"Insufficient Sleep Syndrome: Is it time to classify it as a major noncommunicable disease?","year":2018,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep (system call); Disease; Gross domestic product; Medicine; Scope (computer science); Public health; Sleep hygiene; Productivity; Gerontology; Public economics; Development economics; Environmental health; Psychiatry; Economic growth; Cognition; Economics; Nursing; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008127143,0.0002912342,0.0002679033,0.0004775143,0.0009169129,0.0001701184,0.00213871,0.0001679775,0.02345905],"category_scores_gemma":[0.0002114038,0.0002547443,0.0001281283,0.002730984,0.00178107,0.0002741654,0.0006438093,0.0003511869,0.1267188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558858,"about_ca_system_score_gemma":0.0001920181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002234412,"about_ca_topic_score_gemma":0.00002193975,"domain_scores_codex":[0.9964996,0.000105568,0.0004024502,0.001002374,0.0008565586,0.001133425],"domain_scores_gemma":[0.9969183,0.00009729766,0.0001190776,0.001778706,0.0002357088,0.0008508938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00124612,0.007781575,0.01061994,0.00004540102,0.001021336,0.0007123447,0.06384306,0.0005465428,0.005315665,0.01212128,0.8444481,0.05229862],"study_design_scores_gemma":[0.005478628,0.003633727,0.04316971,0.0003220008,0.000540328,0.0003131251,0.008581491,0.01872114,0.0007613939,0.00151371,0.9144966,0.002468173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6020317,0.0003876643,0.0002648436,0.01962158,0.001780789,0.0006290281,0.00002423007,0.000239044,0.3750211],"genre_scores_gemma":[0.9573156,0.000008762374,0.0003843954,0.01375836,0.00007413632,0.00007019778,0.000004430792,0.00004359424,0.02834057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3552839,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733755763670479,"score_gpt":0.3162061797241962,"score_spread":0.2988686220874914,"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."}}