{"id":"W4402500135","doi":"10.1038/s41531-024-00773-4","title":"Clinico-physiological correlates of Parkinson’s disease from multi-resolution basal ganglia recordings","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Ontario Brain Institute; University of Toronto; University Health Network","funders":"Health Canada; Azrieli Foundation; Parkinson Canada; Government of Canada; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada","keywords":"Parkinson's disease; Basal ganglia; Neuroscience; Medicine; Disease; Deep brain stimulation; Basal (medicine); Neurology; Psychology; Physical medicine and rehabilitation; Pathology; Internal medicine; Central nervous system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001761578,0.0001609977,0.0001894324,0.0004892544,0.000098187,0.0002634083,0.000107634,0.0002420931,0.0006577389],"category_scores_gemma":[0.000779515,0.00006904357,0.00009665798,0.0003055572,0.00009969294,0.0001675529,0.0001933055,0.0001839767,0.0001228112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006267815,"about_ca_system_score_gemma":0.00004227809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000496386,"about_ca_topic_score_gemma":0.001837073,"domain_scores_codex":[0.9999033,0.00001956574,0.00001550423,0.00002424411,0.00002750791,0.000009861727],"domain_scores_gemma":[0.9997457,0.00007270099,0.00009280419,0.00002070262,0.00003369557,0.00003435029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002074956,0.000202546,0.6574172,0.000361161,0.0003100221,0.002272797,0.0008743878,0.0008429685,0.2349349,0.00007529077,0.0004906209,0.1001431],"study_design_scores_gemma":[0.00001496403,0.0001703436,0.9923688,0.000007095699,0.00003766556,0.001967617,0.00009632484,0.0007187868,0.004358224,0.0000511431,0.0002027713,0.000006367177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967956,0.0003103023,0.001695125,0.00001966606,0.000005092548,0.00002239805,0.0003858237,0.00002705918,0.0007389826],"genre_scores_gemma":[0.9979025,0.0001804815,0.001224803,0.00001353286,0.00001241239,0.00001933024,0.0004757204,0.000003519936,0.0001677252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006577389,"threshold_uncertainty_score":0.002200365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645522125630379,"score_gpt":0.3115581657835442,"score_spread":0.2651029445272404,"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."}}