{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003782468,0.0001855768,0.0003837258,0.0001206846,0.00009768074,0.0001341954,0.0001210375,0.0002229595,0.0007827504],"category_scores_gemma":[0.0006355797,0.00005316829,0.0001031948,0.00009299417,0.0002079666,0.0001268963,0.000106901,0.0002190338,0.0001104714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219334,"about_ca_system_score_gemma":0.0001481681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639083,"about_ca_topic_score_gemma":0.0002659119,"domain_scores_codex":[0.9999022,0.00005101397,0.000009187941,0.000009841517,0.00001807545,0.00000960562],"domain_scores_gemma":[0.99979,0.00009292184,0.00005484015,0.000010311,0.00002227975,0.00002963609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1198792,0.004737129,0.1176843,0.00163852,0.0004636378,0.001406804,0.0005773723,0.001236014,0.2193238,0.0001907927,0.0009758768,0.5318865],"study_design_scores_gemma":[0.01080568,0.3997985,0.4911668,0.0002744693,0.0008622496,0.007447241,0.0005825913,0.007208046,0.07499781,0.0002517203,0.006553591,0.00005128983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99584,0.00317876,0.0004559841,0.00004841999,0.000008858124,0.00002152113,0.0000248841,0.00001302955,0.0004085455],"genre_scores_gemma":[0.9990113,0.0005034251,0.0002745899,0.00004218855,0.00001812058,0.00002154632,0.00003123315,9.765253e-7,0.0000965514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007827504,"threshold_uncertainty_score":0.002618611,"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."}}