{"id":"W2048518432","doi":"10.1016/s1098-3597(00)90039-5","title":"Diagnosis and management of sleep apnea syndrome","year":2000,"lang":"en","type":"review","venue":"Clinical cornerstone","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Sleep apnea; Cardiorespiratory fitness; Continuous positive airway pressure; Hypoxemia; Apnea; Sleep (system call); Breathing; Excessive daytime sleepiness; Sleep disorder; Pediatrics; Obstructive sleep apnea; Physical therapy; Anesthesia; Insomnia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008896585,0.0004522268,0.00358691,0.0002770271,0.00004594928,0.00001519555,0.0003256421,0.0005721257,0.0008491607],"category_scores_gemma":[0.0001947999,0.0003537611,0.0009346383,0.0005617636,0.0009061514,0.00004329517,0.0003643282,0.001024487,0.0003918434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009952387,"about_ca_system_score_gemma":0.00004763324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009243208,"about_ca_topic_score_gemma":8.376629e-7,"domain_scores_codex":[0.9960487,0.0003344802,0.001710226,0.0008976378,0.0005660218,0.0004428854],"domain_scores_gemma":[0.9969964,0.001047402,0.0004064691,0.0009878129,0.00008468707,0.0004772028],"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":[0.00006707503,0.0004652517,0.0004511239,0.03648432,0.001454465,0.0009972492,0.000004856675,2.521386e-8,1.015795e-8,0.0001133592,0.0002375601,0.9597247],"study_design_scores_gemma":[0.001469274,0.0009278576,0.002752526,0.01276832,0.005542198,0.0004432492,0.00002178412,0.000008314882,2.71433e-7,0.00003202447,0.975679,0.0003552005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001023895,0.992586,0.00001197374,0.00007573939,0.0002663108,0.002050771,0.00005736152,0.00004703431,0.003880878],"genre_scores_gemma":[0.0005291045,0.9972153,0.0006753532,0.00004723828,0.000131922,0.000278259,0.00009368881,0.0000927468,0.0009363649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9754414,"threshold_uncertainty_score":0.9998915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149621481764525,"score_gpt":0.4507051609108213,"score_spread":0.3010836791462963,"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."}}