{"id":"W4296229799","doi":"10.1111/ene.15562","title":"Sleep disorders and increased risk of dementia","year":2022,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Sleep and related disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Risk factor; Sleep disorder; Cohort; Depression (economics); Cohort study; Psychiatry; Insomnia; Pediatrics; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108338,0.0004975845,0.0009137005,0.0016932,0.0004003335,0.0009935758,0.0005828314,0.001108356,0.003646552],"category_scores_gemma":[0.004803758,0.0003764015,0.00298342,0.002053502,0.000266193,0.000386873,0.0006655352,0.001205719,0.0002019349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836078,"about_ca_system_score_gemma":0.0004982672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00781887,"about_ca_topic_score_gemma":0.009160802,"domain_scores_codex":[0.9990826,0.0002732685,0.0001552458,0.0002332637,0.0001573574,0.00009839411],"domain_scores_gemma":[0.9972131,0.0007596488,0.001331333,0.0001673886,0.0002734959,0.0002550779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164207,0.0001036159,0.944775,0.003507228,0.01802875,0.0003599306,0.0001032317,0.0003172978,0.0002325284,0.0002520339,0.001756256,0.02892195],"study_design_scores_gemma":[0.0001325468,0.0003257522,0.9880675,0.0008661412,0.005739678,0.0007256037,0.00006966283,0.0004703358,0.00008370509,0.0007633278,0.002734867,0.00002095539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4630035,0.5222752,0.0009319715,0.002654679,0.0008467795,0.00005128004,0.004669609,0.00007960934,0.005487341],"genre_scores_gemma":[0.9249821,0.07025925,0.0005868216,0.000693008,0.0008755411,0.00003128593,0.001814891,0.00001106408,0.0007460337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00781887,"threshold_uncertainty_score":0.01554674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006481264935596625,"score_gpt":0.2204891868195671,"score_spread":0.2140079218839704,"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."}}