{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009243229,0.0001042558,0.0002052703,0.0002344436,0.0001264287,0.00000435163,0.0002785835,0.00002431046,0.001650258],"category_scores_gemma":[0.00008286204,0.00009411782,0.0001096321,0.000155692,0.0001484399,0.00003129042,0.0001374494,0.0006916855,0.00001830356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002942582,"about_ca_system_score_gemma":0.00001015631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003205146,"about_ca_topic_score_gemma":0.000003497797,"domain_scores_codex":[0.9963066,0.002739512,0.0004639206,0.0001561341,0.0001448909,0.0001889516],"domain_scores_gemma":[0.9989095,0.0001907543,0.000612675,0.0001708211,0.00003203488,0.00008426279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006502592,0.002333139,0.6936696,0.00001961899,0.00631802,0.003114292,0.008869602,0.003266222,0.002453456,0.00185354,0.0193961,0.2522038],"study_design_scores_gemma":[0.009749798,0.008311204,0.8607981,0.000003259358,0.001064974,0.001754117,0.00122243,0.0001248793,0.00001619705,0.0007004027,0.1160119,0.0002428192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771568,0.002781266,0.0001919944,0.0007865819,0.001009423,0.00006376065,0.000008246207,0.00001033049,0.01799157],"genre_scores_gemma":[0.9988077,0.0003074636,0.0000467251,0.00072189,0.0000542988,9.052889e-7,0.000001346816,0.00002944813,0.00003021566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.251961,"threshold_uncertainty_score":0.9992624,"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."}}