{"id":"W4404720110","doi":"10.1097/wad.0000000000000652","title":"Clinical Utility and Safety of an Ultrasonic Head Stimulator in Dementia With Lewy Bodies","year":2024,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia with Lewy bodies; Parkinsonism; Dementia; Medicine; Clinical endpoint; Psychology; Pediatrics; Internal medicine; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001994264,0.0001712479,0.0002304972,0.00006122125,0.00005411739,0.00003437524,0.00009429381,0.00008132859,0.00006668142],"category_scores_gemma":[0.00003092745,0.0001543871,0.00007445613,0.0002022264,0.0001346343,0.0001786306,0.00001320837,0.0001826489,0.00000712411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001732861,"about_ca_system_score_gemma":0.00007101642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000883336,"about_ca_topic_score_gemma":0.001533326,"domain_scores_codex":[0.9989288,0.00006295116,0.0003470287,0.0002813615,0.000142275,0.0002375222],"domain_scores_gemma":[0.9993653,0.000206577,0.0000303157,0.000206364,0.0000223854,0.0001690813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461929,0.0005910251,0.9564734,0.0000925327,0.001849587,0.00000459374,0.000419829,0.002214116,0.0000446569,0.0003524547,0.0002038794,0.0376077],"study_design_scores_gemma":[0.0009966838,0.00004853494,0.9700682,0.00008194822,0.0007730018,2.412441e-7,0.0001330691,0.02401247,0.000008174551,0.0007411373,0.002897413,0.0002391942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870557,0.01002243,0.0001191549,0.0001263944,0.00006760999,0.001369269,0.0001892673,0.0002993579,0.0007507763],"genre_scores_gemma":[0.9990112,0.0004483282,0.00008527414,0.00002648479,0.00001543396,0.0002808479,0.00009044946,0.00003683974,0.00000516823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03736851,"threshold_uncertainty_score":0.6295723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608417641023441,"score_gpt":0.2798891117264835,"score_spread":0.263804935316249,"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."}}