{"id":"W2944422871","doi":"10.1016/j.ccm.2019.02.008","title":"Pathogenesis of Obstructive Sleep Apnea","year":2019,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Pathogenesis; Obstructive sleep apnea; Airway obstruction; Presentation (obstetrics); Intensive care medicine; Sleep apnea; Apnea; Airway; Cardiology; Bioinformatics; Internal medicine; Surgery","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":[0.0008066111,0.0010856,0.001760931,0.003252536,0.0003542406,0.001578626,0.001007521,0.001330105,0.003373719],"category_scores_gemma":[0.00113658,0.0003566176,0.0008449515,0.002360567,0.0006830286,0.001706092,0.001161601,0.001719512,0.001305747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006729718,"about_ca_system_score_gemma":0.001992748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951704,"about_ca_topic_score_gemma":0.003361621,"domain_scores_codex":[0.9996903,0.00005560601,0.00006462134,0.00005273345,0.0001043905,0.00003245029],"domain_scores_gemma":[0.9995802,0.0002084351,0.00008505992,0.00001120715,0.00008548589,0.00002965172],"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":[0.00008471152,0.00006218782,0.0009556393,0.03103879,0.0002333753,0.0003827519,0.0001172387,0.0002691957,0.0008957569,0.003760048,0.02422331,0.9379771],"study_design_scores_gemma":[0.00004651698,0.0001480445,0.005069671,0.02609535,0.0008305704,0.003374743,0.0002915183,0.0002326479,0.0003779057,0.005329993,0.9581494,0.00005368086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004187417,0.9993457,0.00002657324,0.0001391012,0.0001473612,0.000001757541,0.000006286726,0.000001646032,0.0002896847],"genre_scores_gemma":[0.0003907636,0.9989906,0.00006214644,0.0001256583,0.0002557742,0.000002487323,0.00001235759,3.995449e-7,0.0001597049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003373719,"threshold_uncertainty_score":0.0112862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137136282408757,"score_gpt":0.438700531324878,"score_spread":0.301564248916121,"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."}}