{"id":"W4412416779","doi":"10.1038/d41586-025-02196-4","title":"Smart brain-zapping implants could revolutionize Parkinson’s treatment","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Brain implant; Medicine; Parkinson's disease; Neuroscience; Psychology; Internal medicine; Biomedical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080721,0.0004887242,0.0003446936,0.0002829641,0.0001706966,0.0008048153,0.0004628151,0.0009219398,0.007523968],"category_scores_gemma":[0.0005995921,0.0001286758,0.0005266495,0.0001324829,0.000483701,0.0008361504,0.0004762055,0.001022187,0.002113813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550439,"about_ca_system_score_gemma":0.0002890167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004368696,"about_ca_topic_score_gemma":0.0008755607,"domain_scores_codex":[0.9998994,0.00001115229,0.000007168027,0.000021107,0.0000433923,0.00001777267],"domain_scores_gemma":[0.9998882,0.00004061972,0.00001897887,0.00001019692,0.00002722225,0.00001481251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001756916,0.0002564467,0.00159751,0.001620941,0.0003659431,0.001095064,0.0001499967,0.003308247,0.1737152,0.02368584,0.03342572,0.7590223],"study_design_scores_gemma":[0.001595906,0.007068018,0.01527383,0.001510591,0.001435632,0.01343963,0.0004892337,0.02661167,0.2629247,0.1110159,0.5581929,0.0004421712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3076972,0.1691387,0.2946158,0.03307132,0.01878559,0.0003527653,0.003445528,0.008601017,0.164292],"genre_scores_gemma":[0.8914729,0.03421884,0.03980164,0.006699597,0.001245396,0.0001702986,0.0006907174,0.0002870528,0.02541358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007523968,"threshold_uncertainty_score":0.02517015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349293081042336,"score_gpt":0.3037595996356289,"score_spread":0.2902666688252056,"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."}}