{"id":"W7052571418","doi":"","title":"Sleep Apnea and Type 2 Diabetes in Two Saskatchewan First Nations Communities","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Type 2 diabetes; Type 2 Diabetes Mellitus; Obstructive sleep apnea; Sleep apnea; Diabetes mellitus; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000806502,0.0007989613,0.0004313683,0.001950276,0.002779253,0.001139621,0.0009609427,0.0006747806,0.00275617],"category_scores_gemma":[0.001512636,0.0006708155,0.0006080869,0.002567604,0.0007195584,0.0007228833,0.002281945,0.001207631,0.0002868426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006019888,"about_ca_system_score_gemma":0.008605783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8113677,"about_ca_topic_score_gemma":0.9012869,"domain_scores_codex":[0.9992142,0.0002153009,0.00008010463,0.0001461109,0.0001264685,0.0002177991],"domain_scores_gemma":[0.9978824,0.0002498219,0.0003647321,0.0001015288,0.0004814799,0.0009199846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001947634,0.0002453592,0.9937142,0.00003936016,0.0001160292,0.00045165,0.001312841,0.00005840612,0.0004343151,0.000039918,0.0007013325,0.002691864],"study_design_scores_gemma":[0.0000364487,0.0000914253,0.9951553,0.00003482825,0.00003341997,0.0001474786,0.003966843,0.0001754898,0.00005335798,0.0000254937,0.0002585136,0.00002135169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998062,0.0001395739,0.00005453989,0.0001519662,0.00001604466,0.00007551756,0.00101624,0.000003409663,0.0004806773],"genre_scores_gemma":[0.9959299,0.0004538079,0.0003585126,0.0002569834,0.00001816764,0.0002207208,0.001730566,0.000004493896,0.001026904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886323,"threshold_uncertainty_score":0.3794864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007766025122867538,"score_gpt":0.1867769489938818,"score_spread":0.1790109238710143,"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."}}