{"id":"W3081790976","doi":"10.1093/sleep/zsaa164","title":"Systemic inflammation as a moderator between sleep and incident dementia","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Health and Medical Research Council; National Heart Foundation of Australia; Canadian Institutes of Health Research; Bethlehem Griffiths Research Foundation; National Institutes of Health; Medical Research Council; Alzheimer's Association","keywords":"Dementia; Moderation; Sleep (system call); Systemic inflammation; Medicine; Inflammation; Psychology; Psychiatry; Internal medicine; Disease; Social psychology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001032473,0.0001460793,0.000181771,0.00006342518,0.00009740343,0.00004143262,0.0001189918,0.0001820067,0.0005140345],"category_scores_gemma":[0.00003372721,0.000137743,0.00004903818,0.0001529426,0.00003757863,0.00009586865,0.00005926955,0.0001837496,0.001242462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000187698,"about_ca_system_score_gemma":0.00001033213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007501634,"about_ca_topic_score_gemma":0.000005506502,"domain_scores_codex":[0.9989049,0.00009553766,0.0002939752,0.0003104922,0.0001619721,0.0002331051],"domain_scores_gemma":[0.9994892,0.00003204253,0.00010522,0.0001691491,0.00003426174,0.0001701377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004716913,0.0001875788,0.6579622,0.0002811676,0.005877713,0.0001928521,0.06038339,0.0008153096,0.005768142,0.02003795,0.007101587,0.2409204],"study_design_scores_gemma":[0.07551427,0.005562945,0.608925,0.0007764891,0.01721664,0.0006639567,0.06527244,0.06619686,0.01057977,0.02446735,0.1158213,0.009002998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843372,0.002533598,0.002277624,0.001488521,0.0003440616,0.0003620277,0.00000558732,0.0001398145,0.008511582],"genre_scores_gemma":[0.9990066,0.00003118445,0.00006024435,0.0004866352,0.0002632667,0.00003809467,0.00002591179,0.00002475149,0.00006335215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319174,"threshold_uncertainty_score":0.9995352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470892360228605,"score_gpt":0.26193351770778,"score_spread":0.2472245941054939,"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."}}