{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007338841,0.000097713,0.0002654511,0.0001842861,0.0001724913,0.000005655484,0.0001450816,0.00003960431,0.0001030221],"category_scores_gemma":[0.0001531698,0.0001125313,0.00002154423,0.0004898639,0.00007346056,0.00005259991,0.0004787061,0.0009124134,3.151551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101696,"about_ca_system_score_gemma":0.0002111907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8286716,"about_ca_topic_score_gemma":0.9760858,"domain_scores_codex":[0.9985882,0.0002924221,0.0002517028,0.0001636785,0.0004632571,0.000240745],"domain_scores_gemma":[0.9992968,0.0002227294,0.00005684786,0.0002788168,0.00006072091,0.00008410554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008885993,0.0002708326,0.9844097,0.0001569086,0.00002135511,0.00008256901,0.003953193,0.0001889903,0.0007319232,0.00001570031,0.00004265715,0.01003723],"study_design_scores_gemma":[0.002001358,0.0001378546,0.9677371,0.00003283621,0.00001274253,0.00003700922,0.02311682,0.003390196,0.00280112,0.000148905,0.0004653697,0.0001187273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982517,0.0001081338,0.000008750389,0.0004355468,0.00007880969,0.0003481939,0.00002701249,0.000009780512,0.0007321183],"genre_scores_gemma":[0.9996665,0.000003414436,0.00007546848,0.0000760682,0.00001838536,0.00003647547,0.00002541073,0.00001194791,0.00008639038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474143,"threshold_uncertainty_score":0.4588895,"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."}}