{"id":"W2987993789","doi":"10.1111/jsr.12939","title":"Assessing the role of nocturnal core body temperature dysregulation as a biomarker of neurodegeneration","year":2019,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Health and Medical Research Council; University of Sydney","keywords":"REM sleep behavior disorder; Synucleinopathies; Dementia with Lewy bodies; Polysomnography; Nocturnal; Biomarker; Rapid eye movement sleep; Parkinson's disease; Medicine; Lewy body; Dementia; Neurodegeneration; Internal medicine; Disease; Psychology; Eye movement; Alpha-synuclein; Ophthalmology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001223995,0.00008804743,0.0002567112,0.0003151199,0.00008471494,0.0000488873,0.0001268219,0.00008236078,0.0002053045],"category_scores_gemma":[0.0001785098,0.00005072238,0.0001402114,0.0003644627,0.00006291184,0.000240906,0.00003680852,0.0003743647,0.000008663945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007109292,"about_ca_system_score_gemma":0.0002986183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001948965,"about_ca_topic_score_gemma":0.000001048369,"domain_scores_codex":[0.9979205,0.0001962953,0.0003957708,0.0001145109,0.001197081,0.0001758036],"domain_scores_gemma":[0.9981182,0.000128857,0.0003214891,0.0002205254,0.001094532,0.0001164583],"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":[0.0005992338,0.0003109994,0.04912957,0.0000514046,0.0002100002,0.00004594388,0.000135434,0.00004877457,0.9360331,0.0004799341,0.000137417,0.01281819],"study_design_scores_gemma":[0.002578104,0.001292147,0.6784449,0.0003544291,0.0001625768,0.0003194621,0.0008661876,0.006436748,0.3070322,0.001273526,0.001174584,0.0000651414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996719,0.001199603,0.00002018955,0.0004487899,0.0001266929,0.0002585568,0.000004170676,0.000002202985,0.001220801],"genre_scores_gemma":[0.999315,0.00006231531,0.0002727704,0.00002952714,0.0001383074,0.000001995904,0.00000589357,0.0000140507,0.0001600883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6293153,"threshold_uncertainty_score":0.2247941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05400591112703123,"score_gpt":0.3977190407723908,"score_spread":0.3437131296453595,"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."}}