{"id":"W4412643854","doi":"10.1177/13872877251361033","title":"Improved cognitive function, efficiency, saccadic eye movement, and depressive symptoms in mild cognitive impairment with transcranial photobiomodulation","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Neuropsychology; Physical medicine and rehabilitation; Saccade; Saccadic masking; Medicine; Eye movement; Working memory; Randomized controlled trial; Audiology; Psychology; Clinical psychology; Physical therapy; Psychiatry; Ophthalmology; 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":[0.0004263975,0.0004002838,0.0007625173,0.0002251472,0.0002237991,0.0002087527,0.0002457307,0.0003358046,0.001167581],"category_scores_gemma":[0.0003493202,0.0001060672,0.0005346019,0.0001517432,0.0003104231,0.000188367,0.0002363178,0.000438779,0.00006212332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602308,"about_ca_system_score_gemma":0.0003497146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008941482,"about_ca_topic_score_gemma":0.001344731,"domain_scores_codex":[0.9998752,0.00003462105,0.00001334502,0.00002496836,0.00002146446,0.00003034393],"domain_scores_gemma":[0.9999304,0.00001201008,0.00002039561,0.000005972425,0.000006643015,0.00002454256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3570998,0.09204396,0.01520787,0.007125269,0.00168929,0.0003380522,0.0006993797,0.0007651015,0.1881429,0.0004269042,0.001504875,0.3349567],"study_design_scores_gemma":[0.05813783,0.7483068,0.1550052,0.0002816433,0.001992625,0.0002925319,0.0003352603,0.001636124,0.03073734,0.0003423435,0.002881097,0.00005127477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972643,0.00184045,0.0002008892,0.00004830721,0.00003886027,0.0002689338,0.00004955542,0.000008250498,0.0002804616],"genre_scores_gemma":[0.9967584,0.00127968,0.0007819278,0.000136974,0.00004433971,0.0005205916,0.00005847977,0.000001413566,0.0004181047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167581,"threshold_uncertainty_score":0.003906012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008500694548553485,"score_gpt":0.2873816178432897,"score_spread":0.2788809232947362,"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."}}