{"id":"W4412555372","doi":"10.1177/13872877251361061","title":"Preliminary study of sex-based neural responses and cognitive benefits of a 40 Hz rhythmic light intervention in mild cognitive impairment","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Rhythm; Cognition; Cognitive impairment; Intervention (counseling); Psychology; Audiology; Cognitive psychology; Developmental psychology; Neuroscience; Medicine; Psychiatry; 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":[0.0004336991,0.0002898335,0.0002957704,0.0001607702,0.0001729859,0.0001662715,0.0001586669,0.0002037131,0.003119383],"category_scores_gemma":[0.0007503175,0.00008085106,0.0002433985,0.0000847483,0.0001753877,0.0001113753,0.0002101019,0.0001678522,0.0001242378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277152,"about_ca_system_score_gemma":0.00024893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007424265,"about_ca_topic_score_gemma":0.001706583,"domain_scores_codex":[0.999868,0.00004361697,0.00001202058,0.00002321168,0.00002257951,0.00003051184],"domain_scores_gemma":[0.9997123,0.0000803794,0.00007498716,0.00002118158,0.00003497959,0.0000761594],"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":[0.2270882,0.02944184,0.1853194,0.001113073,0.0007893487,0.0008391897,0.002385575,0.0003911481,0.2776932,0.0001997494,0.0008209552,0.2739184],"study_design_scores_gemma":[0.001972977,0.1055181,0.8828405,0.00003211735,0.0002592766,0.0001471963,0.000402655,0.0002208713,0.007295456,0.0001201613,0.001177309,0.000013357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993376,0.0001702149,0.0000615418,0.00001980214,0.000005541705,0.00004106768,0.00004682179,0.000003309677,0.0003138968],"genre_scores_gemma":[0.9987671,0.0001127163,0.0001840249,0.00005671915,0.00001454404,0.0001047144,0.00005820025,0.000002048874,0.0006999102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119383,"threshold_uncertainty_score":0.01043534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030825145767137,"score_gpt":0.3105831787249813,"score_spread":0.2797580329578443,"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."}}