{"id":"W4296982314","doi":"10.1016/j.sleep.2022.09.018","title":"Involvement of Galectin-3 in neurocognitive impairment in obstructive sleep apnea via regulating inflammation and oxidative stress through NLRP3","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Key Clinical Specialty Discipline Construction Program of China; National Natural Science Foundation of China","keywords":"Oxidative stress; Medicine; Internal medicine; Montreal Cognitive Assessment; Inflammation; Polysomnography; Obstructive sleep apnea; Sleep apnea; Endocrinology; Gastroenterology; Immunology; Cognitive impairment; Disease; Apnea","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003824203,0.0001741572,0.0003960966,0.0002293841,0.0001179845,0.000001666655,0.00011339,0.00008528879,0.0004071707],"category_scores_gemma":[0.00009134777,0.0001574303,0.00002737756,0.0004049512,0.0002915204,0.00007472398,0.000188659,0.0004259346,0.000001620406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620757,"about_ca_system_score_gemma":0.00002539457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271561,"about_ca_topic_score_gemma":0.0007788197,"domain_scores_codex":[0.9982914,0.000462316,0.000514537,0.0003617022,0.00007365503,0.0002963721],"domain_scores_gemma":[0.9992852,0.0001938719,0.0002970312,0.000140264,0.00006810098,0.00001555734],"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":[0.001349943,0.0003878628,0.1907868,0.0001343206,0.0002556525,0.00002883871,0.04795095,0.0007286255,0.6835412,0.0006913099,0.00006080185,0.0740837],"study_design_scores_gemma":[0.0174357,0.00684857,0.6059779,0.0002935153,0.0001338335,0.0001371471,0.07182305,0.0006847251,0.2904838,0.004484268,0.001121441,0.0005760486],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960631,0.001578807,0.0001302108,0.000468287,0.0004541285,0.0006138893,0.00002385116,0.00001502094,0.0006527044],"genre_scores_gemma":[0.9993497,0.00004670977,0.00004586398,0.0001270408,0.00003979372,0.000179252,0.0001551852,0.00001134501,0.00004506674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151911,"threshold_uncertainty_score":0.6419821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149989925178027,"score_gpt":0.2458044059758178,"score_spread":0.2343045067240376,"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."}}