{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001511243,0.0007157097,0.00147382,0.0005198023,0.00008781628,0.00003691316,0.0001589544,0.0002181666,0.0007369904],"category_scores_gemma":[0.00008498294,0.0005970606,0.0005246582,0.0004129151,0.000118097,0.00005947656,0.0001317282,0.0002612213,0.0003519678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386918,"about_ca_system_score_gemma":0.0004404603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008471427,"about_ca_topic_score_gemma":0.0004176651,"domain_scores_codex":[0.9973888,0.0001411944,0.0004547039,0.0009070176,0.0004863177,0.0006219338],"domain_scores_gemma":[0.9987195,0.00007624123,0.0002533358,0.0004224371,0.00005002452,0.0004784479],"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":[0.0002144761,0.001448978,0.001011081,0.009430127,0.0006439973,0.0004868046,0.00005909674,3.198818e-8,3.867945e-8,0.00006084849,0.001479359,0.9851652],"study_design_scores_gemma":[0.002449586,0.0003852973,0.001410845,0.01618166,0.003408514,5.898541e-7,0.00009249459,0.000005835665,0.000001330087,0.001588802,0.973954,0.0005209944],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002891563,0.9927315,0.00002276024,0.000243618,0.0003661681,0.003005431,0.0006178202,0.00008359151,0.002639965],"genre_scores_gemma":[0.0008600262,0.9929561,0.0000341839,0.00198774,0.000268188,0.001691529,0.001442195,0.0001214207,0.0006386403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846442,"threshold_uncertainty_score":0.9996481,"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."}}