{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004599749,0.0004214265,0.000478557,0.0005561917,0.0002776408,0.000514456,0.0001370595,0.0003200416,0.0008765908],"category_scores_gemma":[0.001284566,0.0001587595,0.0002281444,0.0005861352,0.000200552,0.000236118,0.0002750252,0.0004517981,0.0001108192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188088,"about_ca_system_score_gemma":0.0002104137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007340557,"about_ca_topic_score_gemma":0.001163547,"domain_scores_codex":[0.9998167,0.0000524622,0.00002717631,0.00003623728,0.00004005986,0.00002741235],"domain_scores_gemma":[0.9986713,0.0002156856,0.0007403514,0.00003406418,0.0001430978,0.0001955402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000886,0.00009475501,0.9936342,0.00004441366,0.0000622139,0.0001291403,0.00005684571,0.00007310092,0.001148056,0.0000102352,0.00003882661,0.00370731],"study_design_scores_gemma":[0.00001321122,0.0003740894,0.9987437,0.000006962954,0.0000383189,0.0003727069,0.00003366395,0.0001238635,0.0001941592,0.00002352197,0.0000733762,0.000002444148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982914,0.00123131,0.00009899625,0.00001910146,0.000005556849,0.00001029683,0.00008721196,0.000004247298,0.0002518323],"genre_scores_gemma":[0.9993448,0.0002305833,0.0001568153,0.00001375411,0.00001167704,0.000008258144,0.0001150118,8.195734e-7,0.0001182854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008765908,"threshold_uncertainty_score":0.002932549,"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."}}