{"id":"W2130959226","doi":"10.1002/cphy.c110064","title":"Obstructive Sleep Apnea","year":2012,"lang":"en","type":"review","venue":"Comprehensive physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Medicine; Dilator; Obstructive sleep apnea; Pharyngeal muscles; Airway; Apnea; Anesthesia; Reflex; Sleep (system call); Sleep apnea; Wakefulness; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000777171,0.0009313707,0.004370159,0.0005222135,0.0001419273,0.00001580719,0.0005024737,0.0008236553,0.0009308022],"category_scores_gemma":[0.0001135512,0.0007322988,0.001196107,0.0006255834,0.0008182108,0.0001010183,0.0007046103,0.001725472,0.003695268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983787,"about_ca_system_score_gemma":0.0001429966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001017931,"about_ca_topic_score_gemma":4.024922e-7,"domain_scores_codex":[0.9959204,0.0006335136,0.0007695113,0.001074298,0.0004053965,0.001196911],"domain_scores_gemma":[0.9962428,0.0007604489,0.000451432,0.001361491,0.0006779701,0.0005058392],"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":[0.0000692742,0.0001542498,0.000008944724,0.01551164,0.001481767,0.00004900079,0.00006930985,2.353296e-7,0.0004040445,0.0004538947,0.0001397956,0.9816579],"study_design_scores_gemma":[0.0006068986,0.0002296088,0.001383916,0.0009216141,0.002376054,0.0006210468,0.0000745216,0.0000142599,0.00002076017,0.0001769015,0.9929982,0.0005761584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000237319,0.9942013,0.00005213219,0.0000258598,0.001391873,0.001970869,0.00008680428,0.0001434316,0.001890425],"genre_scores_gemma":[0.0005983406,0.9952707,0.0005308182,0.0001720405,0.001935081,0.000347995,0.0007030647,0.0002107841,0.000231169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928585,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101081769790275,"score_gpt":0.378145597831316,"score_spread":0.277063828041041,"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."}}