{"id":"W2035166610","doi":"10.1002/mds.21296","title":"Punding prevalence in Parkinson's disease","year":2007,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ambulatory; Levodopa; Parkinson's disease; Incidence (geometry); Psychiatry; Disease; Population; 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":[0.0002517319,0.0001841687,0.000173511,0.0001957407,0.00006398857,0.0000158448,0.00008040489,0.0000393766,0.0002405458],"category_scores_gemma":[0.00004032665,0.0001703287,0.0001010087,0.0002358403,0.00003411275,0.00009248396,0.00004200976,0.00009010154,0.0000503555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230541,"about_ca_system_score_gemma":0.00005494286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008273317,"about_ca_topic_score_gemma":0.00016216,"domain_scores_codex":[0.9985703,0.00001742643,0.0002297421,0.0003756607,0.0003500275,0.0004568723],"domain_scores_gemma":[0.9992812,0.00002703679,0.00005398385,0.0002780085,0.00001622048,0.0003435179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003914053,0.0009961789,0.9743833,0.0001548796,0.00004739395,0.0002511051,0.0000907897,0.00001173454,0.0002577921,0.00120154,0.0002931441,0.02192077],"study_design_scores_gemma":[0.002402052,0.0001126646,0.9663339,0.0001389272,0.00008098184,1.596959e-7,0.0001842007,0.000215109,0.0003002283,0.009257128,0.02080521,0.0001694237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898991,0.001456724,0.001241751,0.001071854,0.0001655399,0.0007305068,0.00001580072,0.00007623504,0.005342479],"genre_scores_gemma":[0.9954374,0.0004941217,0.0003610781,0.002514282,0.00003485044,0.00006668606,0.00002438652,0.0000244347,0.001042726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02175135,"threshold_uncertainty_score":0.6945803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290323473192766,"score_gpt":0.2710988589065186,"score_spread":0.2581956241745909,"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."}}