{"id":"W2313313728","doi":"","title":"Fatigue in systemic lupus erythematosus: contributions of disordered sleep, sleepiness, and depression.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Polysomnography; Medicine; Epworth Sleepiness Scale; Multiple Sleep Latency Test; Narcolepsy; Excessive daytime sleepiness; Beck Depression Inventory; Depression (economics); Internal medicine; Sleep apnea; Obstructive sleep apnea; Sleep disorder; Slow-wave sleep; Sleep Stages; Apnea–hypopnea index; Apnea; Hypopnea; Physical therapy; Psychiatry; Insomnia; Neurology; Anxiety; Electroencephalography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006865014,0.0001980733,0.0006887071,0.0003674387,0.00005501217,0.00001959301,0.0001382642,0.0001726821,0.00001616996],"category_scores_gemma":[0.0007907019,0.0001604656,0.00008460744,0.0005428751,0.0001476827,0.0001033169,0.00009993808,0.0002009193,0.00000557874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659079,"about_ca_system_score_gemma":0.00006149868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003935682,"about_ca_topic_score_gemma":0.00009078242,"domain_scores_codex":[0.9976894,0.0001337144,0.0007462142,0.0003683305,0.0004759709,0.0005863998],"domain_scores_gemma":[0.9986283,0.0002731098,0.000192495,0.0004691929,0.0002609504,0.0001759135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001651167,0.0002289793,0.9918422,0.001448164,0.00005052244,0.00004961791,0.000169166,0.00002247646,0.0009825671,0.0006990714,0.00114527,0.003196814],"study_design_scores_gemma":[0.0231609,0.00006282113,0.9294553,0.002794708,0.0002037785,0.02897097,0.002207312,0.00200824,0.007937468,0.001769017,0.0007981,0.0006313862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983804,0.009576139,0.0006484329,0.0003273831,0.0002497152,0.00276165,0.00005132029,0.00007312763,0.002508232],"genre_scores_gemma":[0.9966223,0.0001383567,0.00006978156,0.00001441923,0.0001149528,0.002213206,0.0000442605,0.0000330681,0.0007496037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06238694,"threshold_uncertainty_score":0.6543596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733737693282103,"score_gpt":0.2625898407018609,"score_spread":0.2452524637690399,"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."}}