{"id":"W2091453177","doi":"10.1164/rccm.200404-458oc","title":"Influence of Weight and Sleep Apnea Status on Immunologic and Structural Features of the Uvula","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Uvulopalatopharyngoplasty; Apnea; Elastin; Hypopnea; Sleep apnea; Airway; Body mass index; Pathology; Internal medicine; Polysomnography; Anesthesia","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":[0.0002014714,0.0002158377,0.000119298,0.0004546868,0.000157647,0.0001879379,0.00005842009,0.0001225563,0.0007794363],"category_scores_gemma":[0.0005025918,0.0001251509,0.0001297978,0.0001403454,0.000251816,0.0001469701,0.0001409423,0.0001166503,0.00008322227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008682367,"about_ca_system_score_gemma":0.00008234986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006371299,"about_ca_topic_score_gemma":0.001505853,"domain_scores_codex":[0.999902,0.00003228518,0.000008716672,0.00001903653,0.00001988681,0.00001806855],"domain_scores_gemma":[0.9996783,0.00009085521,0.0001100411,0.0000173612,0.0000290914,0.00007444665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001903445,0.00009859313,0.9047347,0.00003876111,0.00008784849,0.0007039544,0.0001832115,0.00008614483,0.08242364,0.00002923655,0.00003229415,0.009678119],"study_design_scores_gemma":[0.000004380417,0.0003671871,0.9978021,0.000001961646,0.00001864969,0.000442171,0.00006878588,0.00006647123,0.001165222,0.0000083842,0.00005324666,0.000001401154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997056,0.0001481555,0.00003563543,0.000003671454,0.000001061277,0.000001836901,0.00001197484,8.839457e-7,0.00009099947],"genre_scores_gemma":[0.9997689,0.00007443997,0.00005796551,0.000005266258,0.000003583038,0.000001973924,0.00002564193,7.140923e-7,0.00006152644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007794363,"threshold_uncertainty_score":0.002607524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105525840586125,"score_gpt":0.3103876408068982,"score_spread":0.2998350567482857,"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."}}