{"id":"W3169983773","doi":"10.1016/j.sleep.2021.05.043","title":"Comorbid Insomnia and Sleep Apnea: mechanisms and implications of an underrecognized and misinterpreted sleep disorder","year":2021,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Insomnia; Sleep apnea; Sleep (system call); Sleep disorder; Excessive daytime sleepiness; Central sleep apnea; Medicine; Psychiatry; Psychology; Polysomnography; Apnea; Clinical psychology; Internal medicine","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":[0.001288225,0.0008003131,0.002096126,0.003279088,0.0003482811,0.001610629,0.001194597,0.00167854,0.002746982],"category_scores_gemma":[0.003184416,0.0003316101,0.0008198363,0.003282027,0.0008538415,0.001893686,0.0009618574,0.00181002,0.0008724852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085207,"about_ca_system_score_gemma":0.002390449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191743,"about_ca_topic_score_gemma":0.006287229,"domain_scores_codex":[0.999443,0.0001016486,0.0001150709,0.0001145277,0.0001942019,0.00003156981],"domain_scores_gemma":[0.9981469,0.001129658,0.0003324954,0.00003100042,0.0002927126,0.00006731588],"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":[0.0001087716,0.00004794152,0.001576499,0.04763192,0.0004392798,0.0004802243,0.0001668575,0.0001894669,0.0005780654,0.002397729,0.0221547,0.9242285],"study_design_scores_gemma":[0.0000938795,0.0001897949,0.01732631,0.07480982,0.002456195,0.01260444,0.0007956538,0.0003603257,0.0003931655,0.006373826,0.8844576,0.0001390492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005270957,0.9994796,0.00002527822,0.0001745167,0.0000987674,0.000001319306,0.000008744521,0.000001217256,0.0001578691],"genre_scores_gemma":[0.0005494498,0.9988269,0.0001013222,0.0002067682,0.0002227737,0.000002354326,0.00001465772,5.334605e-7,0.00007520853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003279088,"threshold_uncertainty_score":0.009189546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086232076717471,"score_gpt":0.3673491661990325,"score_spread":0.3264868454318577,"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."}}