{"id":"W2793761748","doi":"10.4172/neuropsychiatry.1000373","title":"Cognitive Function in Early and Advanced Parkinson’s disease","year":2018,"lang":"en","type":"article","venue":"Neuropsychiatry","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parkinson's disease; Depression (economics); Rating scale; Logistic regression; Internal medicine; Clinical Dementia Rating; Medicine; Montreal Cognitive Assessment; Disease; Epworth Sleepiness Scale; Beck Depression Inventory; Cognition; Physical therapy; Psychology; Cognitive impairment; Psychiatry; Anxiety","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":[0.00003298867,0.0001432834,0.0001454953,0.000103605,0.00006976802,0.00001496573,0.0000258797,0.00003680355,0.00006672477],"category_scores_gemma":[0.00003455148,0.0001287681,0.00003694088,0.0001596648,0.00006094183,0.00009265004,0.00002319571,0.0001035299,0.0001126098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001507385,"about_ca_system_score_gemma":0.00005930316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001266553,"about_ca_topic_score_gemma":0.00001862514,"domain_scores_codex":[0.999104,0.00003633721,0.0001272151,0.0003807876,0.0001482961,0.0002034083],"domain_scores_gemma":[0.9994565,0.00001634067,0.00004142654,0.0001572462,0.0000475,0.0002809997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004700574,0.0005913074,0.9603104,0.00004818349,0.00005138512,0.0002026787,0.00009065768,1.398505e-7,0.000714924,0.0003472026,0.0001323021,0.03281022],"study_design_scores_gemma":[0.003755727,0.001102274,0.9849954,0.0001080561,0.0001863834,0.00001045222,0.00003257682,0.00004586621,0.00005443392,0.0007397154,0.008863575,0.0001055838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959087,0.0007144439,0.00006434746,0.0002939215,0.0006267828,0.0003336399,0.0000232853,0.00006241278,0.001972485],"genre_scores_gemma":[0.9977359,0.00007794378,0.0001955706,0.00144954,0.0002341636,0.00003820251,0.00001507503,0.00002661336,0.0002270391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270464,"threshold_uncertainty_score":0.5251011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090554385995221,"score_gpt":0.2595507679831621,"score_spread":0.2486452241232099,"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."}}