{"id":"W3085962664","doi":"10.1016/j.smrv.2020.101381","title":"The effects of non-invasive brain stimulation on sleep disturbances among different neurological and neuropsychiatric conditions: A systematic review","year":2020,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canada Research Chairs","keywords":"Transcranial direct-current stimulation; Brain stimulation; Insomnia; Transcranial magnetic stimulation; Depression (economics); Medicine; Neurostimulation; Deep brain stimulation; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Psychiatry; Stimulation; Psychology; Disease; Neuroscience; Parkinson's disease; 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":[0.002724026,0.00136068,0.007516192,0.004145558,0.0003771035,0.002067453,0.001378346,0.00198997,0.005126778],"category_scores_gemma":[0.01103336,0.0007932259,0.007658624,0.004650166,0.0006539891,0.001411677,0.001179554,0.001327671,0.0003113107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325966,"about_ca_system_score_gemma":0.003358377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006506806,"about_ca_topic_score_gemma":0.02265248,"domain_scores_codex":[0.9983821,0.0003785901,0.0006723764,0.0002228071,0.0002717024,0.0000725329],"domain_scores_gemma":[0.9935312,0.004907807,0.00109863,0.00007384139,0.0003030247,0.00008551534],"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":[0.0005615188,0.00003614167,0.0005229822,0.9329363,0.0224205,0.00009172993,0.00008817492,0.000102273,0.0002759041,0.0001143014,0.001029283,0.04182086],"study_design_scores_gemma":[0.001803359,0.0006890084,0.009806611,0.5717387,0.3900053,0.0005833285,0.0003378407,0.000162071,0.000352599,0.0004155125,0.02400315,0.0001026701],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005930921,0.999024,0.00004874489,0.00004649571,0.00004994536,0.00005492806,0.0000930116,0.000003500106,0.0000862414],"genre_scores_gemma":[0.007384879,0.9918525,0.0002332353,0.0002649552,0.00005350391,0.0000758822,0.00006595645,0.000002337967,0.0000666845],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007516192,"threshold_uncertainty_score":0.01715076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472951624915148,"score_gpt":0.3308714110497615,"score_spread":0.29614189480061,"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."}}