{"id":"W2792623801","doi":"10.1002/mds.27330","title":"Initial cognitive changes in Parkinson's disease","year":2018,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Dementia; Cognition; Neuropsychology; Parkinson's disease; Disease; Cognitive impairment; Cognitive decline; Psychology; Medicine; Movement disorders; Epidemiology; Psychiatry; Pathology","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":[0.0005511296,0.0007287901,0.001157849,0.001970734,0.0002660694,0.0008677334,0.0006443436,0.0009903895,0.002410457],"category_scores_gemma":[0.0008143667,0.0001666409,0.0005494061,0.001129223,0.0004175257,0.0008225231,0.0007288776,0.001137698,0.001091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233024,"about_ca_system_score_gemma":0.0009267353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554752,"about_ca_topic_score_gemma":0.002990912,"domain_scores_codex":[0.9998096,0.00004170521,0.00003915299,0.00003012917,0.00006292184,0.00001650382],"domain_scores_gemma":[0.9997851,0.00009831402,0.00004402363,0.000005414831,0.00005241364,0.00001468418],"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":[0.00008369103,0.00005651511,0.0002781196,0.02538162,0.0001089276,0.0002795289,0.00011762,0.0001468774,0.0005692833,0.002153124,0.01554126,0.9552834],"study_design_scores_gemma":[0.00004758895,0.0002909131,0.004161109,0.02512381,0.0004187155,0.006637205,0.0002012079,0.0001025162,0.0005956098,0.003869528,0.9585158,0.0000359429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001046667,0.9991579,0.00003305952,0.0001026353,0.00005728254,0.000003683702,0.00001020239,0.000003068844,0.0005275877],"genre_scores_gemma":[0.00131646,0.9979983,0.00009377381,0.0001450869,0.00008900588,0.000006366732,0.00002228154,7.808628e-7,0.000327917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002410457,"threshold_uncertainty_score":0.008063853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322100686082266,"score_gpt":0.3432619016816142,"score_spread":0.3000408948207915,"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."}}