{"id":"W4365997794","doi":"10.1002/mds.29319","title":"The Clinical Diagnosis of Parkinson's Disease—We Are Getting Better","year":2023,"lang":"en","type":"letter","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Library science; Neurology; Clinical neurology; Medicine; Family medicine; Gerontology; Psychology; Psychiatry; Neuroscience","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004108296,0.0005822413,0.0008639792,0.0001742399,0.0002757478,0.00006064805,0.0003833061,0.0004196949,0.0001624532],"category_scores_gemma":[0.0002603717,0.0004077749,0.0009946031,0.0002608419,0.0003100029,0.00004989115,0.0002280133,0.0009831971,0.0001682516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440211,"about_ca_system_score_gemma":0.0001659081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178276,"about_ca_topic_score_gemma":0.00008216781,"domain_scores_codex":[0.9961008,0.0002221568,0.0009149794,0.0008847965,0.001090585,0.0007866474],"domain_scores_gemma":[0.99711,0.0007472765,0.0006866887,0.001099682,0.00009015309,0.0002661873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008218695,0.0002885579,0.3062252,0.0003322938,0.0008617126,0.0004090342,0.0000163753,0.000001028541,3.173635e-7,0.0000126791,0.6667643,0.02500639],"study_design_scores_gemma":[0.001416674,0.0001686405,0.1891057,0.0006517131,0.0009602651,9.423856e-8,0.0001247278,0.00003714147,0.00001052649,0.007817823,0.7993911,0.0003155682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01992387,0.004876458,0.00002820192,0.9711466,0.001391036,0.001568329,0.0005397437,0.0001760879,0.0003496299],"genre_scores_gemma":[0.01633172,0.02462037,0.0001410153,0.9480423,0.002596894,0.001824101,0.0009453315,0.0003074213,0.005190867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1326268,"threshold_uncertainty_score":0.9998374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491064297878985,"score_gpt":0.3064502645831767,"score_spread":0.2715396216043868,"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."}}