{"id":"W4382798403","doi":"10.1093/sleep/zsad174","title":"Sleep apnea and diet-induced obesity—the female advantage on the spotlight","year":2023,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Obesity; Sleep apnea; Sleep (system call); Medicine; Obstructive sleep apnea; Apnea; Internal medicine; Pediatrics; Psychology; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007787056,0.0006456375,0.000738252,0.0003406291,0.0005206796,0.0001451376,0.0007518676,0.000753726,0.0005585797],"category_scores_gemma":[0.0005807957,0.0003575193,0.0003182857,0.0006278646,0.0004655674,0.000076427,0.0005412101,0.004827796,0.002482163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320045,"about_ca_system_score_gemma":0.00003380923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005351396,"about_ca_topic_score_gemma":0.00001929859,"domain_scores_codex":[0.995432,0.0004102323,0.0004475127,0.0009977716,0.001620769,0.001091736],"domain_scores_gemma":[0.9964243,0.001209458,0.0001967974,0.001796979,0.0001853056,0.0001871798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001195966,0.0004083853,0.009914875,0.001655418,0.002518852,0.01211132,0.002023317,0.000002921322,0.003796048,0.001630573,0.9020013,0.06274106],"study_design_scores_gemma":[0.002602422,0.001806062,0.0191378,0.0003009636,0.0009147122,0.000227722,0.001402402,0.001123688,0.004182259,0.0006967414,0.966453,0.001152294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1417631,0.0003746083,0.00002847926,0.841563,0.0017335,0.002663894,0.0001191885,0.0003052318,0.01144903],"genre_scores_gemma":[0.4500315,0.0001151296,0.00007549528,0.5190945,0.01324852,0.0006067067,0.0004931877,0.000672297,0.01566259],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3224685,"threshold_uncertainty_score":0.9998877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385787460031647,"score_gpt":0.2954257292430599,"score_spread":0.2615678546427434,"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."}}