{"id":"W4414162488","doi":"10.1177/15578550251369575","title":"The Efficacy and Safety of Transcranial Photobiomodulation for Mild Cognitive Impairment Due to Alzheimer’s Disease: A Randomized, Double-Blind, Sham-Controlled Study","year":2025,"lang":"en","type":"article","venue":"Photobiomodulation Photomedicine and Laser Surgery","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Neuromodulation; Cognition; Dementia; Depression (economics); Adverse effect; Cognitive impairment; Quality of life (healthcare); Montreal Cognitive Assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001775384,0.001363462,0.004117204,0.000743248,0.0006250914,0.0006420405,0.001091278,0.001879044,0.003857992],"category_scores_gemma":[0.001192356,0.0006131142,0.001656714,0.0005004117,0.001291521,0.000884292,0.0003861961,0.001818614,0.000550498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857333,"about_ca_system_score_gemma":0.0009995416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004680987,"about_ca_topic_score_gemma":0.0008371047,"domain_scores_codex":[0.9992831,0.0002759706,0.00007974746,0.0001611593,0.00009799738,0.0001020194],"domain_scores_gemma":[0.9991199,0.0002063448,0.0002307025,0.0001135685,0.0001163448,0.0002130315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8957357,0.07062427,0.0005507559,0.001220521,0.0006965217,0.00005494861,0.00007661281,0.000107452,0.01041476,0.00005886845,0.000304759,0.02015481],"study_design_scores_gemma":[0.6550446,0.3383244,0.003263905,0.00004044099,0.0005623234,0.00003531348,0.00003553036,0.000304444,0.001799064,0.00006574075,0.0005020499,0.00002228925],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901238,0.003296686,0.0008806606,0.0001375296,0.0003765452,0.004251842,0.0003211487,0.0000700338,0.0005417615],"genre_scores_gemma":[0.9793482,0.003244914,0.002674505,0.0005491127,0.0007361203,0.01098925,0.0004249368,0.00001715831,0.002015859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004117204,"threshold_uncertainty_score":0.01290631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055063500732717,"score_gpt":0.3422119211758333,"score_spread":0.3116612861685061,"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."}}