{"id":"W4406219261","doi":"10.1002/alz.090108","title":"500nm blue‐green light therapy for cognitive function in Alzheimer’s continuum and factors affecting efficacy","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Medicine; Psychology; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0003583076,0.0002547922,0.0002173768,0.0002579063,0.0002022183,0.0002398128,0.0001812001,0.0001061142,0.0001468524],"category_scores_gemma":[0.0001165134,0.0002222816,0.0001095834,0.0004007036,0.0001047402,0.0002407585,0.00009884903,0.0002465657,0.00004286837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006057198,"about_ca_system_score_gemma":0.00005238864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008823902,"about_ca_topic_score_gemma":0.00009500137,"domain_scores_codex":[0.9980165,0.0001673252,0.0002700143,0.000713754,0.0003037688,0.0005286789],"domain_scores_gemma":[0.9987906,0.0008233796,0.00005104545,0.0001547947,0.00005162959,0.0001285853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000514192,0.0002721877,0.007376244,0.00001888052,0.003696483,0.00002081688,0.003928131,0.000003217316,0.7350044,0.0001421666,0.00120695,0.2478164],"study_design_scores_gemma":[0.001207981,0.0004333964,0.01379348,0.0000482899,0.001719083,0.000003298996,0.0002146865,0.0005273738,0.9678005,0.0001300073,0.01382873,0.0002931787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320763,0.06472068,0.0002320997,0.0001224731,0.0007744641,0.001419619,0.00004863849,0.0001139348,0.0004917691],"genre_scores_gemma":[0.9990829,0.0003646999,0.00003990469,0.0001586007,0.0001505053,0.0001089395,0.00002029501,0.00005538352,0.00001871881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475232,"threshold_uncertainty_score":0.906438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811203001618669,"score_gpt":0.3450239576428308,"score_spread":0.2639036574809639,"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."}}