{"id":"W4378648628","doi":"10.1152/physiol.2023.38.s1.5731636","title":"Social isolation stress favors cardiometabolic comorbidities of sleep apnea","year":2023,"lang":"en","type":"article","venue":"Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Internal medicine; Medicine; Endocrinology; Obesity; Sleep apnea; Leptin; Cardiorespiratory fitness; Body mass index; Population; Apnea; Respiratory distress; Social stress; Physiology; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001159504,0.00009714715,0.0003963656,0.0002881665,0.00007298901,0.00000322752,0.00009407182,0.00008598618,0.0001034604],"category_scores_gemma":[0.0000925515,0.00008885272,0.000120895,0.0005827398,0.0002780785,0.00004653768,0.0001024604,0.000160104,0.0001210723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956148,"about_ca_system_score_gemma":0.0000193113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009552617,"about_ca_topic_score_gemma":0.000004580942,"domain_scores_codex":[0.998991,0.0001160558,0.0001813564,0.0001948387,0.0002279498,0.0002888321],"domain_scores_gemma":[0.99944,0.000104705,0.00006741545,0.0001834551,0.0001554394,0.00004897778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000381884,0.0001414209,0.02737129,0.0003807298,0.000548681,0.00001455146,0.002007951,0.0001344049,0.9336004,0.005177817,0.001007515,0.0292334],"study_design_scores_gemma":[0.001015365,0.0001732252,0.9612803,0.000005897507,0.00006730384,0.000003981419,0.0012061,0.004162236,0.03000825,0.001291485,0.0006790641,0.0001067746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975054,0.00005725042,0.00007847883,0.0004107035,0.0002020992,0.0001915465,0.00006271827,0.00008001482,0.001411835],"genre_scores_gemma":[0.9991144,0.00001510176,0.00003947544,0.00003014903,0.00044406,0.00002510262,0.0002055713,0.00001921595,0.0001069072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339091,"threshold_uncertainty_score":0.3623309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851968324540786,"score_gpt":0.3383689099915012,"score_spread":0.2998492267460934,"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."}}