{"id":"W2948882349","doi":"10.1186/s12883-019-1346-y","title":"Correlated levels of cerebrospinal fluid pathogenic proteins in drug-naïve Parkinson’s disease","year":2019,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qatar Biomedical Research Institute, Hamad Bin Khalifa University; Japan Agency for Medical Research and Development","keywords":"Cerebrospinal fluid; Montreal Cognitive Assessment; Neurochemistry; Neurology; Drug-naïve; Internal medicine; Medicine; Pathophysiology; Parkinson's disease; Gastroenterology; Pathogenesis; Rating scale; Disease; Psychology; Dementia; Drug; Psychiatry","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":[0.0003315554,0.0004025115,0.0003838912,0.0006854084,0.0004862774,0.0005149816,0.0001728365,0.0003696725,0.0009399788],"category_scores_gemma":[0.002056724,0.0001780754,0.0001603316,0.0004614569,0.0002753088,0.0002198374,0.0002366779,0.000241346,0.0001939922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259081,"about_ca_system_score_gemma":0.0002021647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434501,"about_ca_topic_score_gemma":0.001836716,"domain_scores_codex":[0.9997227,0.00005936959,0.00006212262,0.00005627946,0.00007234865,0.00002727569],"domain_scores_gemma":[0.9989071,0.0002477157,0.0004427301,0.00004089384,0.0001983856,0.0001631778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007589553,0.00007192422,0.9925989,0.00002784588,0.00006620986,0.0007033345,0.00009224619,0.00008031297,0.002876258,0.00001157708,0.00007500628,0.002637436],"study_design_scores_gemma":[0.00002280656,0.0005323811,0.9966334,0.000006732437,0.00004181914,0.001585389,0.00009609001,0.0001830416,0.000648601,0.00002864946,0.0002155162,0.000005684916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993544,0.0003008728,0.00003469389,0.000008463322,0.000004536912,0.000004041394,0.00008823089,0.000002778124,0.0002018928],"genre_scores_gemma":[0.9995936,0.00007724759,0.00007543039,0.00001329318,0.000005018418,0.000003856825,0.0001747028,7.703021e-7,0.00005611372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434501,"threshold_uncertainty_score":0.003144503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834903458016365,"score_gpt":0.2512154800071562,"score_spread":0.2328664454269925,"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."}}