{"id":"W3001608709","doi":"10.1016/j.prdoa.2020.100034","title":"Characterization of cognition in mild cognitive impairment with and without Parkinson's disease","year":2020,"lang":"en","type":"article","venue":"Clinical Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; University of Calgary; Institut Universitaire de Gériatrie de Montréal; Hotchkiss Brain Institute; Centre for Research on Brain Language and Music","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Neuropsychology; Cognitive impairment; Cognition; Parkinson's disease; Psychology; Medicine; Audiology; Disease; Physical medicine and rehabilitation; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002218828,0.0003176001,0.0006539793,0.0001197547,0.00007046733,0.00001798753,0.00006447436,0.0001984045,0.00008028785],"category_scores_gemma":[0.000181572,0.0002670219,0.0001612046,0.000350534,0.0003180231,0.0001513418,0.00004952275,0.0003564491,0.00002706265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852216,"about_ca_system_score_gemma":0.0001821855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001691463,"about_ca_topic_score_gemma":0.00001200025,"domain_scores_codex":[0.9976689,0.0001936401,0.0007549079,0.0007251505,0.0003371608,0.0003202075],"domain_scores_gemma":[0.9985493,0.0001168935,0.0003355437,0.0001799637,0.00008888267,0.0007293497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01186265,0.002699627,0.952222,0.0002442423,0.0005811507,0.0001291188,0.0005327529,0.000005394425,0.0003641237,0.00006681285,0.00001799353,0.03127413],"study_design_scores_gemma":[0.01975203,0.002117682,0.9674811,0.0006887445,0.001031516,0.000005425244,0.0002299734,0.001670479,0.000230435,0.0004372043,0.006039847,0.0003155799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949446,0.0005503405,0.0003065074,0.002057197,0.00007180412,0.001426933,0.000114709,0.00008505115,0.0004429021],"genre_scores_gemma":[0.9952281,0.002653779,0.000161716,0.001278767,0.00003574972,0.0001048444,0.0004510415,0.00005247468,0.00003353338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095855,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407257559112175,"score_gpt":0.2993041915577123,"score_spread":0.2752316159665906,"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."}}