{"id":"W2077410237","doi":"10.1378/chest.124.4.1543","title":"Home Diagnosis of Sleep Apnea: A Systematic Review of the Literature","year":2003,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":567,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Apnea; Somnolence; Excessive daytime sleepiness; Sleep medicine; Apnea–hypopnea index; Hypopnea; Polysomnography; Central sleep apnea; Breathing; Pediatrics; Sleep disorder; Internal medicine; Anesthesia; Insomnia; Psychiatry; Adverse effect","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":[0.001842953,0.0004359278,0.004961455,0.0003255745,0.00007394079,0.00003669743,0.0007199166,0.0003254259,0.0002491575],"category_scores_gemma":[0.003005241,0.0002117224,0.002140731,0.001492313,0.0002017471,0.00007331097,0.0001255832,0.002001049,0.00002207986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879601,"about_ca_system_score_gemma":0.0003267279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.929609e-7,"about_ca_topic_score_gemma":9.60583e-8,"domain_scores_codex":[0.99505,0.001150102,0.002010716,0.0002525438,0.001193541,0.0003430716],"domain_scores_gemma":[0.9950505,0.0004838409,0.002262285,0.001039192,0.0009264555,0.0002377221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002698836,0.0001082444,0.00005165177,0.9452707,0.0009034342,0.00007215455,0.00006658529,9.410948e-9,4.696056e-7,0.00002694381,0.0002295084,0.05326757],"study_design_scores_gemma":[0.000248074,0.00008866321,0.00001498063,0.8952075,0.007438142,0.004752638,0.0000207895,3.504173e-7,0.000008822846,0.00001622333,0.0920614,0.0001424704],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005180375,0.9962764,0.00001021203,0.0001165019,0.000416996,0.002648858,0.00004908373,0.000005146743,0.0004716716],"genre_scores_gemma":[0.00002368947,0.9990511,0.0001884004,0.00008938984,0.0002146994,0.0001696785,0.00001143841,0.00006827627,0.0001833435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09183189,"threshold_uncertainty_score":0.8693674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663022536108951,"score_gpt":0.3425795852359316,"score_spread":0.3059493598748421,"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."}}