{"id":"W4387692524","doi":"10.1002/mds.29623","title":"Monoaminergic Degeneration and Ocular Motor Abnormalities in De Novo Parkinson's Disease","year":2023,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea","keywords":"Monoaminergic; Saccadic masking; Putamen; Psychology; Montreal Cognitive Assessment; Parkinson's disease; Neuroscience; Smooth pursuit; Medicine; Audiology; Eye movement; Internal medicine; Cognition; Serotonin; Disease; Cognitive impairment","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":[0.0001220189,0.0001621528,0.0001594965,0.0002032309,0.00007403871,0.00002710613,0.00003944524,0.00003946278,0.000045616],"category_scores_gemma":[0.00002540572,0.0001534679,0.00006229683,0.0002073374,0.00002948927,0.00008994913,0.0000380622,0.0000508947,0.00002059358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122282,"about_ca_system_score_gemma":0.00006275131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001516709,"about_ca_topic_score_gemma":0.0001211314,"domain_scores_codex":[0.9989921,0.00003398916,0.0001593789,0.0002786605,0.0002123026,0.00032354],"domain_scores_gemma":[0.9995322,0.00001561397,0.00003167474,0.0001776153,0.00001417318,0.0002286783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003086732,0.0004548716,0.9886805,0.0001544481,0.00009376137,0.0003673883,0.000307175,0.0003249075,0.002418468,0.001833537,0.000598087,0.004458174],"study_design_scores_gemma":[0.003218142,0.0001508465,0.9687068,0.00005013193,0.00009593008,3.39094e-7,0.0004622265,0.009022932,0.0006707449,0.01093606,0.006492265,0.0001935792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963883,0.0009759884,0.0001658912,0.001528615,0.00006472683,0.000463684,0.00004806192,0.0000953764,0.0002693208],"genre_scores_gemma":[0.9955754,0.001315047,0.0001567129,0.001572616,0.00003322709,0.0002792441,0.0001524629,0.00002450305,0.0008907912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01997371,"threshold_uncertainty_score":0.625824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114468984262008,"score_gpt":0.2435148071040794,"score_spread":0.2323701172614593,"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."}}