{"id":"W4391612311","doi":"10.1002/mds.29725","title":"Association between Subjective Cognitive Complaints and Incident Functional Impairment in Parkinson's Disease","year":2024,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario; University of Toronto; University Health Network","funders":"Parkinsonfonden; National Institutes of Health; H. Lundbeck A/S; CHDI Foundation; Parkinson's UK; Georgetown University; Biogen; U.S. Department of Defense; Sanofi; American Parkinson Disease Association; Michael J. Fox Foundation for Parkinson's Research; U.S. Department of Commerce; National Institute of Neurological Disorders and Stroke; Teva Pharmaceutical Industries; National Parkinson Foundation","keywords":"Parkinson's disease; Cognitive impairment; Association (psychology); Medicine; Disease; Cognition; Degenerative disease; Psychology; Central nervous system disease; Physical medicine and rehabilitation; Audiology; Neuroscience; Psychiatry; Internal medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002031669,0.0001987661,0.0002175837,0.0002120969,0.00008321715,0.00005200783,0.0000255703,0.00005362068,0.0001912988],"category_scores_gemma":[0.00004990457,0.0001845868,0.00009331849,0.0002004011,0.00002819575,0.0001180761,0.00004946715,0.0001327051,0.00004832393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008446939,"about_ca_system_score_gemma":0.0001091401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002127005,"about_ca_topic_score_gemma":0.0001924472,"domain_scores_codex":[0.9985582,0.00005756668,0.0002050047,0.0004350076,0.0004544183,0.0002897547],"domain_scores_gemma":[0.9994631,0.0001232781,0.00005356465,0.00008482882,0.00003897354,0.0002362897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002779056,0.0004884072,0.9881018,0.00008827486,0.0005782803,0.00008204253,0.0002286438,0.000004868969,0.00001593529,0.0001796956,0.0005924057,0.009361777],"study_design_scores_gemma":[0.002644053,0.0002267818,0.9805444,0.000239532,0.0004393476,1.608857e-7,0.0004110865,0.0004885631,0.00005162468,0.011922,0.002871847,0.0001605907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940196,0.001322923,0.0005129986,0.002153299,0.0001798523,0.0009156188,0.0002224615,0.00007625235,0.0005970342],"genre_scores_gemma":[0.9975899,0.0003111057,0.00002479854,0.0009314071,0.00006664218,0.0002419071,0.0003269502,0.00002354647,0.0004837808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174231,"threshold_uncertainty_score":0.7527231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227990685694496,"score_gpt":0.2581102570988641,"score_spread":0.2458303502419191,"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."}}