{"id":"W3117255035","doi":"10.1002/mds.28453","title":"Cholinergic Basal Forebrain Volumes Predict Gait Decline in Parkinson's Disease","year":2020,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; H. Lundbeck A/S; Newcastle University; NIHR Cambridge Biomedical Research Centre; European Commission; Eisai; Parkinson's UK; NIHR Newcastle Biomedical Research Centre; Union Chimique Belge; Weston Brain Institute; Newcastle upon Tyne Hospitals NHS Foundation Trust; Wellcome Trust; TauRx Pharmaceuticals; GlaxoSmithKline; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Eli Lilly and Company","keywords":"Nucleus basalis; Basal forebrain; Gait; Parkinson's disease; Cholinergic; Psychology; Neuroscience; Cholinergic neuron; Medicine; Physical medicine and rehabilitation; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003081682,0.0002842089,0.0002330856,0.000408218,0.000119117,0.0003407675,0.000183207,0.0003340894,0.0009562911],"category_scores_gemma":[0.00145581,0.0001485187,0.0001534051,0.0001896463,0.0001252443,0.0002754117,0.0002992304,0.0002416743,0.0001448647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135098,"about_ca_system_score_gemma":0.00008797572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509196,"about_ca_topic_score_gemma":0.002880726,"domain_scores_codex":[0.9999397,0.00001069353,0.000008818903,0.00001989075,0.0000143972,0.00000653812],"domain_scores_gemma":[0.9993723,0.0001300073,0.0002968693,0.00002900738,0.00009121421,0.00008050745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000399767,0.00003094164,0.9953551,0.00001318688,0.00005481853,0.000067417,0.00004355389,0.0002219962,0.001177933,0.00000893427,0.00004345797,0.002582994],"study_design_scores_gemma":[0.000004567598,0.0001113613,0.9991308,0.000003815581,0.00001681266,0.0001435346,0.00002698611,0.0003857781,0.0001168014,0.00002929636,0.00002905476,0.00000124172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999458,0.0001400448,0.0001272547,0.00000886353,0.000001152411,0.000003781621,0.0001236727,0.000004348678,0.0001328515],"genre_scores_gemma":[0.9995053,0.0000412172,0.000162438,0.000004119741,0.000001419808,0.000004807022,0.0001705825,9.578224e-7,0.0001091603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001509196,"threshold_uncertainty_score":0.00319916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907538959466994,"score_gpt":0.3095989053710616,"score_spread":0.2905235157763917,"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."}}