{"id":"W7117309201","doi":"10.1002/alz70857_106854","title":"Sleep complaints in individuals with subjective cognitive decline from a south‐brazilian cohort","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cohort; Cognitive decline; Sleep (system call); Cohort study; Sleep quality; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005560616,0.0003475923,0.0003412069,0.0009208903,0.0006202364,0.0004422046,0.0003123802,0.0002522762,0.001081548],"category_scores_gemma":[0.001807609,0.0002605126,0.0004243499,0.0008851608,0.0002230324,0.0002459485,0.0005054725,0.0002671253,0.0001764331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004540529,"about_ca_system_score_gemma":0.0005269464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06660642,"about_ca_topic_score_gemma":0.09344834,"domain_scores_codex":[0.9997857,0.00003723171,0.00002815258,0.00005119897,0.00004928718,0.00004842657],"domain_scores_gemma":[0.9994555,0.00004736236,0.0002270559,0.00004942409,0.0001321689,0.00008842674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004968681,0.0000180855,0.9976748,0.00002244007,0.00002295623,0.0001163947,0.0004944677,0.000007068458,0.0002269135,0.00001501611,0.00009972494,0.00125232],"study_design_scores_gemma":[0.000005405363,0.00005395863,0.9986891,0.00002156501,0.00002197711,0.0002497024,0.0005866946,0.00003583976,0.00002346782,0.00001224017,0.0002974068,0.000002656562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985594,0.0002445382,0.00005678853,0.00004485976,0.000006300546,0.00003156058,0.0005194747,0.000001798372,0.0005352927],"genre_scores_gemma":[0.9989236,0.0002471181,0.00006971083,0.00003792212,0.000005644953,0.00003280732,0.0005496973,0.000001427986,0.0001320965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06660642,"threshold_uncertainty_score":0.1324375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317875430846418,"score_gpt":0.2875051599154974,"score_spread":0.2743264056070333,"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."}}