{"id":"W4387439162","doi":"10.1002/mds.29622","title":"Accelerated Transcranial Ultrasound Neuromodulation in Parkinson's Disease: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network; Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Neuromodulation; Transcranial magnetic stimulation; Medicine; Parkinson's disease; Motor cortex; Movement disorders; Physical medicine and rehabilitation; Stimulation; Primary motor cortex; Silent period; Deep brain stimulation; Evoked potential; Anesthesia; Psychology; Physical therapy; Disease; Internal medicine; Audiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001734768,0.0002372021,0.000204722,0.0002989996,0.0002078605,0.00007872508,0.0002217584,0.00001871671,0.0001966353],"category_scores_gemma":[0.0002714696,0.0002467235,0.00004940987,0.001614794,0.00007824803,0.0001869764,0.00003262999,0.000122455,0.000101932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004269553,"about_ca_system_score_gemma":0.00002473815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401911,"about_ca_topic_score_gemma":0.0006403532,"domain_scores_codex":[0.9977697,0.0002186718,0.0003737347,0.0006438224,0.0005710012,0.00042306],"domain_scores_gemma":[0.999229,0.0003441813,0.00005481462,0.0002587522,0.00002098204,0.00009226811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183657,0.004824314,0.5400728,0.00004844154,0.00002409243,0.00009806296,0.00371032,0.03507206,0.4089279,0.0006275325,0.0006400744,0.004117818],"study_design_scores_gemma":[0.003818116,0.001056532,0.984189,0.000008334217,0.00001940853,3.595663e-8,0.0003544052,0.00393928,0.0001212556,0.005783802,0.0004581034,0.0002517011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947982,0.00001985615,0.0002008571,0.002002507,0.0003355673,0.001704335,0.00003449686,0.0003833284,0.0005208662],"genre_scores_gemma":[0.9982957,0.0001066741,0.000007436395,0.001061187,0.00003182642,0.0002721851,0.00001041697,0.00003709012,0.0001775039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441162,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06941223136064208,"score_gpt":0.2966479818446197,"score_spread":0.2272357504839776,"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."}}