{"id":"W2053199399","doi":"10.5665/sleep.1812","title":"Daytime Sleepiness in Obesity: Mechanisms Beyond Obstructive Sleep Apnea—A Review","year":2012,"lang":"en","type":"review","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Obstructive sleep apnea; Excessive daytime sleepiness; Medicine; Obesity; Sleep apnea; Apnea; Overweight; Sleep (system call); Polysomnography; Sleep disorder; Insomnia; Sleep debt; Physical therapy; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000328019,0.001008662,0.001467137,0.002780229,0.0002856402,0.0008764463,0.000790867,0.0009221437,0.002513476],"category_scores_gemma":[0.0004951422,0.0002919014,0.0005169442,0.002642358,0.0003876701,0.001387987,0.0005718875,0.001146379,0.001076969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000450083,"about_ca_system_score_gemma":0.001175441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607836,"about_ca_topic_score_gemma":0.002672111,"domain_scores_codex":[0.999881,0.00001786381,0.00002638955,0.00002064205,0.00004191794,0.00001218607],"domain_scores_gemma":[0.9997512,0.0001129685,0.00004464163,0.000006049486,0.00005911889,0.00002606912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009191009,0.0000988093,0.0004468023,0.03023021,0.0001464995,0.0003780173,0.00009209838,0.0002659271,0.001253745,0.001369069,0.02369936,0.9419276],"study_design_scores_gemma":[0.00004119409,0.0002550841,0.005110077,0.01805492,0.0004015827,0.004938061,0.000266449,0.0001697336,0.0004710522,0.002502166,0.9677389,0.00005085026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008241377,0.9994013,0.00003303586,0.00009394362,0.0001004755,0.000002243052,0.000007732121,0.000002512618,0.0002762115],"genre_scores_gemma":[0.0003223474,0.9993004,0.00006554233,0.00005061711,0.0001045504,0.000002566012,0.00001092214,4.837048e-7,0.0001425882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002780229,"threshold_uncertainty_score":0.008408368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07798157609833031,"score_gpt":0.3461971589387548,"score_spread":0.2682155828404245,"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."}}