{"id":"W3160583550","doi":"10.3390/bs11050074","title":"Cognitive Impairment in Parkinson’s Disease: Epidemiology, Clinical Profile, Protective and Risk Factors","year":2021,"lang":"en","type":"review","venue":"Behavioral Sciences","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Disease; Dementia; Cognition; Neuroinflammation; Mechanism (biology); Parkinson's disease; Cognitive decline; Medicine; Psychology; Clinical psychology; Neuroscience; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008942828,0.001008382,0.002292312,0.002397969,0.000172491,0.0008868162,0.0007811405,0.0008149539,0.001893082],"category_scores_gemma":[0.001393832,0.0002371061,0.001002897,0.002537678,0.0003168484,0.0006595228,0.0004919131,0.001176977,0.0005196406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000682459,"about_ca_system_score_gemma":0.001074952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003083936,"about_ca_topic_score_gemma":0.004938192,"domain_scores_codex":[0.9997119,0.00007222303,0.00006688922,0.00004744622,0.00008006614,0.00002148632],"domain_scores_gemma":[0.9994631,0.0002964883,0.00009912549,0.000009717471,0.0001044681,0.00002700075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002003674,0.00006989105,0.0009262713,0.06468572,0.0007684003,0.0001146384,0.00006080845,0.0003668433,0.0003069209,0.0009470379,0.01646798,0.9150851],"study_design_scores_gemma":[0.0001995958,0.0006161254,0.02391273,0.1018937,0.005285711,0.004720473,0.0002644416,0.0005131054,0.0004371767,0.004921023,0.8571257,0.0001101692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007421608,0.999632,0.00002214564,0.00008980121,0.00003398826,0.000002285408,0.00001869134,0.00000199124,0.0001249081],"genre_scores_gemma":[0.0007975959,0.9989138,0.00006621888,0.00005132212,0.00005776534,0.000004628193,0.0000320017,4.680184e-7,0.00007624873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003083936,"threshold_uncertainty_score":0.006332934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416447434134019,"score_gpt":0.487817000826245,"score_spread":0.2461722574128431,"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."}}