{"id":"W1970368414","doi":"10.1016/s1388-2457(99)00242-4","title":"Homeostatic sleep regulation in patients with idiopathic hypersomnia","year":2000,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Medical Research Council","keywords":"Non-rapid eye movement sleep; K-complex; Sleep (system call); Vigilance (psychology); Multiple Sleep Latency Test; Slow-wave sleep; Sleep Stages; Psychology; Electroencephalography; Audiology; Anesthesia; Rapid eye movement sleep; Polysomnography; Medicine; Sleep disorder; Neuroscience; Excessive daytime sleepiness; Cognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001554583,0.0001505937,0.0003450649,0.00009637186,0.00008926311,0.00001872929,0.0003090735,0.0001171728,0.0003569121],"category_scores_gemma":[0.0009956978,0.0001146445,0.00006378075,0.0004772993,0.000467033,0.0001311803,0.0000535064,0.0005070758,0.0008772814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000146883,"about_ca_system_score_gemma":0.00003146959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000641867,"about_ca_topic_score_gemma":0.000001719924,"domain_scores_codex":[0.9971429,0.001004199,0.0004818313,0.0006856072,0.0002718437,0.000413633],"domain_scores_gemma":[0.9987379,0.0006045071,0.00007314474,0.0004184034,0.0000407126,0.0001253872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009800497,0.004598833,0.2952651,0.0000827004,0.0000193041,0.0003845827,0.0001962668,0.003241446,0.03429445,0.0009894999,0.0001484789,0.6509788],"study_design_scores_gemma":[0.002331206,0.001673832,0.9924903,0.00002009311,0.000005073265,0.00000202049,0.000002257566,0.00166639,0.0006152556,0.0007382678,0.0003019238,0.0001534133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986683,0.00000570407,0.000009746552,0.0001903699,0.0002015051,0.0002854829,0.000004024566,0.00004841015,0.000586416],"genre_scores_gemma":[0.9982632,0.00003287067,0.00001841887,0.001411026,0.0000939316,0.00001968739,0.000004112376,0.00002602096,0.0001306715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6972252,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671795783683428,"score_gpt":0.3106862773646156,"score_spread":0.2739683195277813,"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."}}