{"id":"W3128471816","doi":"10.3389/fneur.2020.579268","title":"Genomic Association Study for Cognitive Impairment in Parkinson's Disease","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health and Welfare","keywords":"Montreal Cognitive Assessment; Single-nucleotide polymorphism; Medicine; Internal medicine; Disease; Logistic regression; Parkinson's disease; Bonferroni correction; Dementia; Genome-wide association study; Cognition; Genetic association; Cognitive decline; Population; Oncology; Psychiatry; Genotype; Genetics; Biology; Gene","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":[0.0008608986,0.0004001704,0.0003732796,0.0008258369,0.0005466244,0.0005132699,0.0003515597,0.0006123121,0.003397904],"category_scores_gemma":[0.002026049,0.0001429132,0.00100118,0.00139675,0.000288544,0.0001894923,0.0003570307,0.0006998575,0.0002623606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618561,"about_ca_system_score_gemma":0.0004481522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004631626,"about_ca_topic_score_gemma":0.003670754,"domain_scores_codex":[0.9992163,0.0002423763,0.00007008499,0.0002907132,0.00009378525,0.00008682333],"domain_scores_gemma":[0.9987181,0.0003926686,0.0003873606,0.0001222076,0.0001467452,0.0002328464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008131462,0.00005588477,0.9891669,0.00007157335,0.001427107,0.0006216654,0.00007646662,0.0001608203,0.002004263,0.0002069604,0.0006780148,0.004717201],"study_design_scores_gemma":[0.00005261904,0.0001477482,0.9968814,0.0000161016,0.0005501223,0.0007751884,0.00004782614,0.0003269505,0.0001890475,0.0002426839,0.00076453,0.000005867315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916034,0.002804349,0.001018565,0.0005001968,0.00009187489,0.00002662564,0.001946377,0.00004314718,0.001965403],"genre_scores_gemma":[0.9982835,0.0002646307,0.0003911623,0.0001072453,0.00003319543,0.00001501573,0.0006229808,0.000006356701,0.0002759468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004631626,"threshold_uncertainty_score":0.01136714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170165698078843,"score_gpt":0.2628020084358679,"score_spread":0.2511003514550795,"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."}}