{"id":"W4402093746","doi":"10.58931/cdet.2024.2227","title":"Obstructive Sleep Apnea and Type 2 Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Obstructive sleep apnea; Type 2 diabetes; Medicine; Diabetes mellitus; Sleep (system call); Sleep apnea; Internal medicine; Cardiology; Endocrinology; Computer science","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":[0.0007324712,0.0002670726,0.0004425712,0.0008470248,0.0007741484,0.001065655,0.0003544021,0.0008107036,0.007959627],"category_scores_gemma":[0.002526442,0.0001098131,0.0004653128,0.001856793,0.0004297653,0.000403079,0.0006657169,0.001659329,0.0005530276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210411,"about_ca_system_score_gemma":0.003659846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09614956,"about_ca_topic_score_gemma":0.1145893,"domain_scores_codex":[0.9991147,0.0001961177,0.00008511538,0.00009838038,0.0003594362,0.0001461894],"domain_scores_gemma":[0.9982772,0.0004594365,0.0003930861,0.00004925381,0.000358628,0.0004623952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005178982,0.0003417174,0.4268065,0.002686151,0.0004992304,0.002643174,0.0006956686,0.000523289,0.0007292564,0.02141843,0.08741679,0.4557219],"study_design_scores_gemma":[0.00005942066,0.0001411727,0.7075207,0.003624774,0.0002873671,0.005341517,0.000718768,0.0004667378,0.0001032937,0.008515457,0.2731579,0.00006287856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07290187,0.678187,0.001735263,0.05622384,0.008237401,0.0001911514,0.004257313,0.00009831864,0.1781679],"genre_scores_gemma":[0.4898871,0.459549,0.00299738,0.01291451,0.008752408,0.0001919065,0.003668444,0.00002912114,0.02200998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09614956,"threshold_uncertainty_score":0.1911798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125642118119215,"score_gpt":0.2621886973792629,"score_spread":0.2496244855673414,"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."}}