{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007708061,0.0002232502,0.0002149975,0.0002027564,0.0000550271,0.00002449192,0.0000477081,0.00003869323,0.00002943516],"category_scores_gemma":[0.00003053319,0.0001966624,0.00005014812,0.0003118029,0.00005295285,0.0001187933,0.00004745122,0.00009392451,0.00004140415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008384947,"about_ca_system_score_gemma":0.00009600831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020419,"about_ca_topic_score_gemma":0.00004653339,"domain_scores_codex":[0.998758,0.0000406827,0.0001791572,0.0003985115,0.0002964886,0.0003272223],"domain_scores_gemma":[0.9992192,0.00001634785,0.00005478956,0.0001698994,0.00004187131,0.0004978403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009333505,0.0007284983,0.9823577,0.00005165702,0.00007380461,0.00008032448,0.0001755919,0.000009293026,0.000005046903,0.00006285979,0.0002205819,0.01530131],"study_design_scores_gemma":[0.008879093,0.0006886035,0.9853141,0.0001051331,0.000195766,4.42523e-7,0.0002009,0.001196044,0.00002193082,0.001558969,0.001647438,0.0001916294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952582,0.001206303,0.00002751467,0.0005571335,0.0001132308,0.0007106075,0.00003133263,0.00006190175,0.002033817],"genre_scores_gemma":[0.9970562,0.0006644158,0.00003368135,0.001659536,0.00002438125,0.000118465,0.00006033547,0.00002956573,0.0003534458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01510968,"threshold_uncertainty_score":0.8019661,"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."}}