{"id":"W4281250128","doi":"10.1002/mds.29056","title":"Serum Inflammatory Markers and Progression of Nonmotor Symptoms in Early Parkinson's Disease","year":2022,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parkinson's disease; Disease; Degenerative disease; Medicine; Neuroscience; Pathology; Biology","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":[0.0001562152,0.0001740534,0.0002218191,0.0001929296,0.0001034221,0.00000929117,0.00007430103,0.00002604687,0.0002449485],"category_scores_gemma":[0.00001318854,0.0001647433,0.0000820954,0.000176974,0.00005451412,0.00007135038,0.0001562767,0.0001093297,0.000002479784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391677,"about_ca_system_score_gemma":0.00008917025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007541968,"about_ca_topic_score_gemma":0.00002283027,"domain_scores_codex":[0.9986356,0.00006926819,0.0002394797,0.000333665,0.0004523372,0.0002695798],"domain_scores_gemma":[0.9993992,0.00001652879,0.0001058114,0.0002411054,0.00001413911,0.0002232068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112785,0.000881207,0.9751027,0.0001373214,0.00009824788,0.0000951767,0.0001928253,0.00001970496,0.0002147601,0.0001578164,0.0001576502,0.02182985],"study_design_scores_gemma":[0.004263898,0.0006391515,0.9852042,0.00008755527,0.00008652847,2.085692e-7,0.000366646,0.0004351947,0.0000992034,0.00174807,0.006921641,0.0001477073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967167,0.001022153,0.000008714863,0.0006222415,0.00009473694,0.001059271,0.00008475893,0.00003306614,0.0003583014],"genre_scores_gemma":[0.9984415,0.0001330047,0.00007735232,0.000589821,0.00000961876,0.0004764208,0.00003680538,0.000026854,0.0002086441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02168214,"threshold_uncertainty_score":0.6718037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005061879794233954,"score_gpt":0.2313065854036616,"score_spread":0.2262447056094276,"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."}}