{"id":"W3033159563","doi":"10.1016/j.neuroimage.2020.117023","title":"The study of noninvasive brain stimulation using molecular brain imaging: A systematic review","year":2020,"lang":"en","type":"review","venue":"NeuroImage","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Defense Sciences Office, DARPA; Natural Sciences and Engineering Research Council of Canada; Turun Yliopistollinen Keskussairaala; Turun Yliopisto; Defense Advanced Research Projects Agency; Suomen Lääketieteen Säätiö; National Institutes of Health; National Science Foundation","keywords":"Brain stimulation; Transcranial magnetic stimulation; Neuroimaging; Positron emission tomography; Neuroscience; Transcranial alternating current stimulation; Stimulation; Human brain; Transcranial direct-current stimulation; Brain activity and meditation; Cerebral blood flow; Brain mapping; Brain function; Medicine; Psychology; Electroencephalography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00619621,0.001519784,0.007358487,0.007515584,0.0005174562,0.002206394,0.001508115,0.001768127,0.004087466],"category_scores_gemma":[0.02700283,0.0007970968,0.007220564,0.009107008,0.0006964842,0.001725802,0.001005603,0.0008994562,0.0003803714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318527,"about_ca_system_score_gemma":0.008525491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387227,"about_ca_topic_score_gemma":0.0149279,"domain_scores_codex":[0.9951789,0.001758345,0.001703276,0.000392919,0.0008332561,0.0001332784],"domain_scores_gemma":[0.9757937,0.01945478,0.002752856,0.0003281641,0.001502015,0.0001685422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001577079,0.00001487284,0.000616781,0.9478484,0.01148364,0.0001010395,0.00008362833,0.0001080682,0.0001913881,0.000194648,0.001277683,0.0379221],"study_design_scores_gemma":[0.0003772713,0.0003001207,0.005853717,0.8048581,0.1609954,0.0006310132,0.0001902572,0.0001552381,0.0003761644,0.0006131846,0.02560022,0.00004928498],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004671011,0.9987376,0.0001507548,0.0001559294,0.00006776627,0.0001149211,0.0001556179,0.00000488892,0.0001453438],"genre_scores_gemma":[0.008373645,0.9900841,0.0005515544,0.0003545564,0.00008256869,0.0003288325,0.0001443333,0.000004324768,0.00007607092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007515584,"threshold_uncertainty_score":0.03276908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09650472438718637,"score_gpt":0.3753299943050861,"score_spread":0.2788252699178997,"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."}}