{"id":"W3111737155","doi":"10.1002/alz.036258","title":"Correlated levels of cerebrospinal fluid pathogenic proteins in drug‐naïve Parkinson's disease","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebrospinal fluid; Montreal Cognitive Assessment; Drug-naïve; Internal medicine; Parkinson's disease; Pathophysiology; Rating scale; Gastroenterology; Pathogenesis; Disease; Psychology; Medicine; Endocrinology; Drug; Cognitive impairment; Psychiatry; Developmental psychology","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":[0.0002956384,0.0003633151,0.0004268157,0.0007715693,0.0004555623,0.0005928845,0.0001483747,0.0003361204,0.001071827],"category_scores_gemma":[0.001948486,0.0001739359,0.0001572604,0.0004850516,0.00024686,0.0002215091,0.0002335833,0.0002157858,0.0002023294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076087,"about_ca_system_score_gemma":0.0002017434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625856,"about_ca_topic_score_gemma":0.001871706,"domain_scores_codex":[0.9997383,0.0000592367,0.00005549817,0.00005246279,0.00006629667,0.00002822937],"domain_scores_gemma":[0.9989864,0.0002452609,0.0003618713,0.00003613409,0.0002036411,0.0001666549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007616783,0.0000722365,0.9915457,0.00002908649,0.00007082825,0.000871108,0.00008375011,0.00009054225,0.003674502,0.00001478816,0.0000915759,0.002694032],"study_design_scores_gemma":[0.00002257798,0.0004902512,0.9967404,0.000006353779,0.00004127362,0.001379712,0.00009274192,0.0002354241,0.0007309188,0.00003356037,0.0002205409,0.000006182267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999266,0.0003013323,0.00003807179,0.000008691551,0.000005138599,0.000004223342,0.0001088052,0.00000306587,0.0002646432],"genre_scores_gemma":[0.9996235,0.0000623898,0.0000599062,0.0000120469,0.000004805317,0.000003531916,0.0001622481,7.487468e-7,0.00007078278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001625856,"threshold_uncertainty_score":0.003585637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145735694760743,"score_gpt":0.2627854126709441,"score_spread":0.2313280557233366,"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."}}