{"id":"W3110068803","doi":"10.1002/mds.28406","title":"Is Levodopa Response a Valid Indicator of Parkinson's Disease?","year":2020,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Complementary and Integrative Health; National Institute for Occupational Safety and Health; National Institute of Neurological Disorders and Stroke; National Institute on Aging; National Institutes of Health; St. Louis American Parkinson Disease Association; National Center for Advancing Translational Sciences; Michael J. Fox Foundation for Parkinson's Research; National Institute of Environmental Health Sciences; American Parkinson Disease Association; U.S. Department of Defense","keywords":"Parkinsonism; Progressive supranuclear palsy; Autopsy; Dopaminergic; Parkinson's disease; Medicine; Atrophy; Corticobasal degeneration; Pathology; Internal medicine; Psychology; Pediatrics; Disease; Dopamine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001216048,0.0002288505,0.0003284079,0.000104774,0.00006413656,0.00001215398,0.0001270159,0.00004726979,0.001053115],"category_scores_gemma":[0.00009582494,0.0002059075,0.0002449956,0.0002361793,0.00006462745,0.00006013133,0.00007330534,0.00008500165,0.0001218823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000678879,"about_ca_system_score_gemma":0.0001783472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003175579,"about_ca_topic_score_gemma":0.000002245776,"domain_scores_codex":[0.9983926,0.00007396482,0.0002808683,0.0004429899,0.0005137525,0.0002958136],"domain_scores_gemma":[0.9988366,0.00003765757,0.0001329371,0.0003483204,0.00002947448,0.0006150428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01918946,0.003177868,0.9142528,0.0005851226,0.001171529,0.0002724463,0.002069049,0.00001532769,0.01032425,0.0006709578,0.03766549,0.01060574],"study_design_scores_gemma":[0.006061583,0.001100999,0.7896053,0.00009028265,0.0004996603,1.652643e-7,0.0005356703,0.0003902481,0.008535158,0.003831606,0.1890384,0.0003109415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724266,0.001029768,0.0003828873,0.02434586,0.00006753521,0.000723466,0.0002556315,0.00008437323,0.0006838895],"genre_scores_gemma":[0.978739,0.0002231191,0.000292402,0.02026366,0.00003337001,0.00008631097,0.00004628368,0.00003795781,0.0002779545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513729,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491876576724628,"score_gpt":0.275394244988284,"score_spread":0.2504754792210377,"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."}}