{"id":"W4389324412","doi":"10.61788/njn.v1i22.08","title":"Cognitive Dysfunction in Parkinson Disease","year":2022,"lang":"en","type":"article","venue":"NATIONAL JOURNAL OF NEUROLOGY","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Neuropsychology; Cognition; Parkinson's disease; Medicine; Montreal Cognitive Assessment; Cognitive impairment; Motor symptoms; Population; Physical medicine and rehabilitation; Psychiatry; Psychology; Physical therapy; Pediatrics; Clinical psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660007,0.00006476977,0.0001030131,0.00022991,0.0001062555,0.000007389948,0.0001254233,0.00001849212,0.0002894222],"category_scores_gemma":[0.0008204846,0.00005748318,0.00006124031,0.0002397194,0.00004727724,0.00009570854,0.00005824711,0.0003749921,0.000009672874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869263,"about_ca_system_score_gemma":0.00008273405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001439573,"about_ca_topic_score_gemma":8.875918e-7,"domain_scores_codex":[0.9985734,0.0004239839,0.000222752,0.0001672115,0.0004895816,0.0001230799],"domain_scores_gemma":[0.999163,0.0005054661,0.0001813005,0.00002843852,0.00006059777,0.00006119163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04211963,0.01241004,0.7648168,0.00002124424,0.00006705605,0.02882954,0.0003744439,0.04443121,0.03763875,0.03398793,0.007664605,0.02763881],"study_design_scores_gemma":[0.005631762,0.003635278,0.878265,0.000002923256,0.00002345021,0.0008237619,0.00001848138,0.001115183,0.000502403,0.075613,0.03422396,0.0001448074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930302,0.00006430479,0.00002523209,0.005390523,0.0003984816,0.00008399912,0.00002745774,0.000005937356,0.0009738507],"genre_scores_gemma":[0.9829929,0.0000333311,0.000003068449,0.01687761,0.00004212674,0.00001398572,0.000001813365,0.000005561623,0.00002962571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134483,"threshold_uncertainty_score":0.316897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317616883283095,"score_gpt":0.2965417442589769,"score_spread":0.253365575426146,"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."}}