{"id":"W4283807253","doi":"10.3389/fnagi.2022.855776","title":"Pre-clinical Studies Identifying Molecular Pathways of Neuroinflammation in Parkinson's Disease: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Aging Neuroscience","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Student Research Committee, Tabriz University of Medical Sciences; Shahid Beheshti University of Medical Sciences","keywords":"Neuroinflammation; Parkinson's disease; Disease; Neuroscience; Medicine; Bioinformatics; Psychology; Biology; Pathology","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":[0.001761902,0.0004865211,0.003801439,0.0007253753,0.00008378887,0.00003047235,0.0005485317,0.00007214132,0.000006421482],"category_scores_gemma":[0.003328544,0.0004077261,0.0006830965,0.001572482,0.000167998,0.0001593565,0.0003253069,0.0005540145,0.000002565403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532628,"about_ca_system_score_gemma":0.0005217654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003328253,"about_ca_topic_score_gemma":6.821967e-7,"domain_scores_codex":[0.9942393,0.001310149,0.001965305,0.001104159,0.0009470812,0.0004340527],"domain_scores_gemma":[0.9974071,0.0002209621,0.001179042,0.0009230737,0.0000412298,0.0002285393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001384006,0.0002833582,0.001208176,0.9670294,0.00007010471,0.002669032,0.00006324791,0.000006611106,0.000002465165,0.00001966562,0.0001296344,0.02850445],"study_design_scores_gemma":[0.0006508002,0.000141192,0.001375538,0.9029661,0.004274244,0.00007167947,0.00005401716,0.0004677083,0.000002023158,0.0001478514,0.08940976,0.0004390773],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003076981,0.9935584,0.0003137853,0.00003530019,0.001542429,0.004139768,0.00004042819,0.00004369599,0.00001848078],"genre_scores_gemma":[0.0005920611,0.9975674,0.0004586863,0.0002186573,0.00001837483,0.0009960937,0.00003493941,0.00005416536,0.00005964761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08928012,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109641916036199,"score_gpt":0.3891303650045439,"score_spread":0.2794884489683449,"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."}}