{"id":"W1583624660","doi":"10.1002/mds.26170","title":"Cognitive performance and neuropsychiatric symptoms in early, untreated Parkinson's disease","year":2015,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":307,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Apathy; Medicine; Anxiety; Internal medicine; Depression (economics); Parkinson's disease; Psychosis; Neuropsychology; Montreal Cognitive Assessment; Psychiatry; Cognition; Disease; Cognitive impairment; 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":[0.0005597984,0.0004515727,0.0004499787,0.0009234824,0.0005383616,0.0008613651,0.0003222586,0.000577769,0.001383444],"category_scores_gemma":[0.002274421,0.0001802769,0.0002227477,0.0006230889,0.0004410994,0.000577352,0.0004978134,0.0006144181,0.000218543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458182,"about_ca_system_score_gemma":0.0002657467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003872789,"about_ca_topic_score_gemma":0.005030213,"domain_scores_codex":[0.9996533,0.00007498289,0.00005546869,0.00006843064,0.00009423663,0.0000535571],"domain_scores_gemma":[0.9983848,0.0003584619,0.0007508809,0.00004043059,0.0001765349,0.0002888903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552099,0.00008729947,0.9978942,0.00001856382,0.00002118793,0.0001305254,0.0001051152,0.00002470088,0.0001342164,0.000004715577,0.00002909368,0.001395068],"study_design_scores_gemma":[0.000005715075,0.0001981832,0.9990409,0.00000477607,0.00001077226,0.0005171147,0.0001037113,0.00003987299,0.00002984871,0.0000068079,0.00004026189,0.000001988018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991202,0.0003570397,0.00001970016,0.0000204918,0.000003350818,0.000005593168,0.00009258166,0.000001620051,0.0003794192],"genre_scores_gemma":[0.9997162,0.0000571386,0.00002851768,0.00002083769,0.000008264239,0.0000031767,0.00009038127,5.4443e-7,0.00007478456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003872789,"threshold_uncertainty_score":0.007700503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170443251675843,"score_gpt":0.2406329142670308,"score_spread":0.2289284817502724,"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."}}