{"id":"W4213456087","doi":"10.3390/clockssleep4010011","title":"Obesity, Sex, Snoring and Severity of OSA in a First Nation Community in Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Obesity; Logistic regression; Ordinal regression; Body mass index; Type 2 diabetes; Diabetes mellitus; Sleep apnea; Demography; Physical therapy; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006282763,0.0004503748,0.0004022096,0.001331436,0.004533775,0.001414856,0.001422192,0.0005024375,0.00287405],"category_scores_gemma":[0.001276525,0.0004930813,0.0004508282,0.003168846,0.0008187145,0.0005084409,0.001020401,0.0009084758,0.0003930392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01962903,"about_ca_system_score_gemma":0.03428286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944146,"about_ca_topic_score_gemma":0.9979716,"domain_scores_codex":[0.999317,0.00008469776,0.00005492504,0.0001177656,0.0001655255,0.0002601347],"domain_scores_gemma":[0.9979796,0.0001401112,0.0002409264,0.00005737541,0.000814327,0.0007677046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005298571,0.00008797392,0.9934937,0.00004282435,0.00004922429,0.0001965806,0.001038498,0.00007343048,0.0002492622,0.00006331479,0.001287046,0.003365121],"study_design_scores_gemma":[0.00001247938,0.00003434283,0.9937449,0.00006277292,0.00002592976,0.000097897,0.005054913,0.0002331496,0.00005824917,0.00002766726,0.0006293995,0.00001820893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953595,0.0004943747,0.0000642833,0.0003673767,0.00001918114,0.0000695624,0.002063427,0.000006462529,0.001555788],"genre_scores_gemma":[0.9960252,0.0008989103,0.000239995,0.000251693,0.00000803715,0.00004365301,0.001107272,0.000004379978,0.001420751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962903,"threshold_uncertainty_score":0.1424192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244150081228805,"score_gpt":0.2577295743066347,"score_spread":0.2352880734943467,"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."}}