{"id":"W4408036502","doi":"10.31083/jin26393","title":"Frequencies of Circulating Immune Cells in Patients with Parkinson’s Disease: Correlation with MDS-UPDRS Scores","year":2025,"lang":"en","type":"article","venue":"Journal of Integrative Neuroscience","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North; Université de Sherbrooke","funders":"","keywords":"CD14; Immune system; Immunology; Myeloid; Inflammation; CD16; Peripheral blood mononuclear cell; Monocyte; Medicine; Biology; CD8; CD3","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":[],"consensus_categories":[],"category_scores_codex":[0.0001516984,0.0001728657,0.0003672123,0.0003609226,0.00006919777,0.00002370079,0.0001336904,0.00002635935,0.000007365319],"category_scores_gemma":[0.0002719515,0.00009435467,0.00008002561,0.0006910269,0.0002111819,0.0003063978,0.00002068045,0.0002241245,4.44795e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467304,"about_ca_system_score_gemma":0.0004736332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002806027,"about_ca_topic_score_gemma":0.00001185569,"domain_scores_codex":[0.9985783,0.00006798225,0.000422222,0.0002124487,0.0005478469,0.0001712379],"domain_scores_gemma":[0.9986645,0.00007490261,0.0005209393,0.0001534455,0.0004639617,0.0001222689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00132012,0.000612019,0.9794028,0.00004074775,0.00002797774,0.0001598611,0.0002376518,0.0006418492,0.01616597,0.0002351728,0.00001459378,0.001141239],"study_design_scores_gemma":[0.002283693,0.00133685,0.9828086,0.001470462,0.0001088815,0.000007979615,0.0001957764,0.0007084413,0.01079857,0.0001287626,0.00007576956,0.0000762285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952346,0.0002016896,0.003740501,0.00008939055,0.000198571,0.0002837093,0.00001648776,0.000005507625,0.0002295637],"genre_scores_gemma":[0.9987534,0.00003216184,0.0009854573,0.0001261608,0.000008320488,0.000005381761,0.00000226717,0.000008201813,0.00007869976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005367407,"threshold_uncertainty_score":0.3847672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009015760258589633,"score_gpt":0.2461316523761789,"score_spread":0.2371158921175892,"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."}}