{"id":"W3217385838","doi":"10.1016/j.brs.2021.10.349","title":"Modifying resting-state EEG microstates with pulsed near-infrared transcranial photobiomodulation: a randomized sham-controlled crossover study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Ministate; Resting state fMRI; Default mode network; Electroencephalography; Neuroscience; Psychology; Medicine; Functional connectivity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009648579,0.0002988969,0.001024536,0.000105746,0.0003656586,0.0001590635,0.00008613298,0.0001039218,0.000333351],"category_scores_gemma":[0.001066947,0.000234293,0.0001991277,0.0006565999,0.00020958,0.0002078507,0.00002135282,0.0002409546,0.00001982157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009436934,"about_ca_system_score_gemma":0.0003113919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006714927,"about_ca_topic_score_gemma":0.00003405642,"domain_scores_codex":[0.997408,0.000296624,0.0008186009,0.0005941218,0.0005584976,0.0003241682],"domain_scores_gemma":[0.9975305,0.0009447829,0.00025707,0.0005497777,0.000552036,0.0001658745],"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":[0.7177177,0.003212651,0.02050644,0.000383255,0.001780129,0.001199312,0.01454319,0.03601656,0.1981296,0.00009470847,0.001029635,0.005386821],"study_design_scores_gemma":[0.7944674,0.0004310067,0.04998914,0.0002493587,0.0009406246,0.0002154249,0.0004687269,0.1460132,0.005970494,0.0004837688,0.0004123694,0.000358435],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661075,0.0001431096,0.02611471,0.001198102,0.0001399422,0.00488025,0.00002381324,0.0001797588,0.001212811],"genre_scores_gemma":[0.9889954,0.00000483135,0.003366963,0.0005635348,0.0001479659,0.0004337343,0.0004557763,0.00004825281,0.005983488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921591,"threshold_uncertainty_score":0.9554191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500933927883664,"score_gpt":0.3038543801831305,"score_spread":0.2888450409042939,"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."}}