{"id":"W2002316925","doi":"10.1001/archinte.162.8.893","title":"Predictors of Sleep-Disordered Breathing in Community-Dwelling Adults<subtitle>The Sleep Heart Health Study</subtitle>","year":2002,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1298,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; York University; Strong; Case Western Reserve University; University of Oklahoma; University of Washington; University of Wisconsin-Madison; School of Medicine, Boston University; University of Pittsburgh; Johns Hopkins University; University of California, Davis; University of Minnesota","keywords":"Medicine; Polysomnography; Body mass index; Apnea; Odds ratio; Sleep apnea; Breathing; Population; Cardiorespiratory fitness; Sleep disordered breathing; Confidence interval; Apnea–hypopnea index; Hypopnea; Logistic regression; Physical therapy; Demography; Obstructive sleep apnea; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006699688,0.0004168305,0.0003956104,0.0007131433,0.0003770681,0.0004426162,0.0003063126,0.0004216084,0.001268399],"category_scores_gemma":[0.001783858,0.0002085724,0.0005027084,0.0008544433,0.0001655116,0.0002584659,0.0005621146,0.0006495512,0.0002015542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816015,"about_ca_system_score_gemma":0.0003693918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01824797,"about_ca_topic_score_gemma":0.0259591,"domain_scores_codex":[0.9997471,0.00005206462,0.00004567329,0.0000515098,0.00005329101,0.00005045997],"domain_scores_gemma":[0.9984251,0.0001606018,0.0007329569,0.00006524057,0.0001920408,0.00042412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003617324,0.00001526532,0.9994062,0.000006808792,0.0000293416,0.00001432954,0.00001296926,0.00001757397,0.00004484495,0.000003170791,0.00008572808,0.0003276082],"study_design_scores_gemma":[0.000002910637,0.00002569403,0.9998001,0.000003274206,0.000009566646,0.00002857335,0.00002488034,0.00006949269,0.000007191231,0.0000041654,0.00002328151,8.553217e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978555,0.0003217951,0.00004764082,0.00005919374,0.0000106784,0.00001810437,0.00136032,0.000006824132,0.0003200154],"genre_scores_gemma":[0.9983353,0.00008848817,0.00005846151,0.00001773423,0.0000118016,0.00001888175,0.00137857,0.000001910646,0.0000889358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824797,"threshold_uncertainty_score":0.03628349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223751280305252,"score_gpt":0.301108694400983,"score_spread":0.2787335663704578,"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."}}