{"id":"W4392363845","doi":"10.5664/jcsm.11080","title":"Sleep spindle density and temporal clustering are associated with sleep-dependent memory consolidation in Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Sleep spindle; Memory consolidation; Parkinson's disease; Sleep (system call); Cognition; Consolidation (business); Disease; Medicine; Neuroscience; Psychology; Eye movement; Non-rapid eye movement sleep; Pathology; Computer science; Hippocampus","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":[0.0002435412,0.0003571974,0.000418564,0.0008282614,0.0002406596,0.0004395012,0.0002365092,0.0003568773,0.001863208],"category_scores_gemma":[0.001387671,0.0002392489,0.000350392,0.0007079742,0.0002815086,0.000382447,0.0003589686,0.0003085968,0.0001917311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055285,"about_ca_system_score_gemma":0.0001029655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392819,"about_ca_topic_score_gemma":0.003305615,"domain_scores_codex":[0.9998816,0.00001793355,0.00003136859,0.00003110649,0.00001949701,0.0000184324],"domain_scores_gemma":[0.998616,0.0001797195,0.0008989917,0.00007133954,0.0001597528,0.00007412113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004278829,0.0001914152,0.9326688,0.0001820451,0.0006759967,0.0008039627,0.0004073581,0.0005918479,0.03403751,0.0001120753,0.000327028,0.02572308],"study_design_scores_gemma":[0.000009312054,0.0001323172,0.9988174,0.000005373715,0.00003924199,0.0003108271,0.00005559255,0.0002283374,0.0002859816,0.00005890156,0.00005330125,0.000003276648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99845,0.0005706716,0.0003256975,0.00002722331,0.000007658874,0.000007949832,0.0002054434,0.000009888548,0.0003954878],"genre_scores_gemma":[0.9990427,0.000175003,0.0001856528,0.00001188249,0.00001207495,0.000009892803,0.000272124,0.000003945675,0.0002867995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392819,"threshold_uncertainty_score":0.006233037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09092308808200446,"score_gpt":0.3844136141177933,"score_spread":0.2934905260357889,"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."}}