{"id":"W1989153256","doi":"10.1002/mds.20897","title":"Changes in motor subtype and risk for incident dementia in Parkinson's disease","year":2006,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":437,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Dementia; Parkinson's disease; Medicine; Disease; Physical medicine and rehabilitation; Neuroscience; Degenerative disease; Central nervous system disease; Motor symptoms; Psychology; Internal medicine","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":[0.0001506393,0.0001948574,0.0002260662,0.0002237304,0.00005672867,0.00001990219,0.00004872845,0.00004414224,0.00004582894],"category_scores_gemma":[0.00003081529,0.0001832005,0.00006186136,0.0001353545,0.000028645,0.00005633634,0.00003827468,0.00006189643,0.000003916108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129354,"about_ca_system_score_gemma":0.00004379791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419732,"about_ca_topic_score_gemma":0.02118398,"domain_scores_codex":[0.9988332,0.00003122865,0.0002055239,0.000383264,0.0001975876,0.0003492207],"domain_scores_gemma":[0.9995466,0.00002821138,0.00008566233,0.0001793674,0.0000167039,0.000143456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005452521,0.0008812611,0.9911264,0.00008774929,0.00006020862,0.00003327048,0.00004141999,0.00002032325,0.0001693636,0.0003626403,0.0002915246,0.006380634],"study_design_scores_gemma":[0.005581149,0.0002377512,0.9631273,0.00005771867,0.0001829994,5.568782e-8,0.0001030018,0.0009260972,0.0001578148,0.01694674,0.01251555,0.0001638283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938344,0.003011613,0.0001840175,0.001159753,0.00007673209,0.001408608,0.0001149122,0.00002786806,0.0001820724],"genre_scores_gemma":[0.9961781,0.00170833,0.0003570778,0.0007094984,0.0000360143,0.0006679817,0.0001137368,0.00002687502,0.0002023698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02799905,"threshold_uncertainty_score":0.9966769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008451644976469126,"score_gpt":0.2371115590956298,"score_spread":0.2286599141191607,"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."}}