{"id":"W2999836773","doi":"10.21926/obm.icm.2001001","title":"Non-Invasive Brain Stimulation for Insomnia - A Review of Current Data and Future Implications","year":2020,"lang":"en","type":"review","venue":"OBM Integrative and Complementary Medicine","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Grain Research Centre","funders":"","keywords":"Neuromodulation; Insomnia; Transcranial direct-current stimulation; Transcranial magnetic stimulation; Brain stimulation; Psychology; Neuroimaging; Neurostimulation; Deep brain stimulation; Neuroscience; Stimulation; Medicine; Physical medicine and rehabilitation; Clinical psychology; Psychiatry; Disease; Parkinson's disease; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000231271,0.0004095818,0.001666989,0.0001212733,0.0001576713,0.000009306068,0.0003886507,0.00004422988,0.000158198],"category_scores_gemma":[0.0007100818,0.0002652491,0.00009223624,0.0004185864,0.0003343726,0.0001061837,0.000230274,0.0002295429,0.000001798824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002909269,"about_ca_system_score_gemma":0.0001328033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001954722,"about_ca_topic_score_gemma":0.00003107031,"domain_scores_codex":[0.9977564,0.0001804978,0.0009172601,0.0007512179,0.0002329361,0.0001617119],"domain_scores_gemma":[0.996619,0.002189428,0.0005052071,0.0004456041,0.0001356246,0.0001051592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001664793,0.00003330209,0.00001120354,0.04194311,0.00005806806,8.148715e-7,0.0004761646,1.405546e-8,0.00006684639,0.002147865,0.02683443,0.9284115],"study_design_scores_gemma":[0.0008757281,0.0005220618,0.00009466425,0.04414441,0.001054419,0.00001117138,0.0001983448,0.00005617553,0.000002676209,0.0003351923,0.9525108,0.000194349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002780604,0.9791144,0.00279382,0.01019111,0.0002121655,0.003485987,0.004051038,0.00001716788,0.0001315314],"genre_scores_gemma":[0.00005606813,0.9949647,0.0003910947,0.001695916,0.0004987341,0.000259099,0.002100717,0.00002276755,0.00001095231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9282172,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2603642162969989,"score_gpt":0.4666359796673288,"score_spread":0.2062717633703299,"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."}}