{"id":"W4401962945","doi":"10.20517/mrr.2024.35","title":"Secondary analysis reveals gut microbiota differences in patients with Parkinson’s disease and/or cognitive impairment","year":2024,"lang":"en","type":"article","venue":"Microbiome Research Reports","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parkinson's disease; Cognitive impairment; Disease; Gut flora; Cognition; Medicine; Gerontology; Psychiatry; Immunology; Internal medicine","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":[0.0009401597,0.0003320899,0.0006263414,0.001708826,0.000160614,0.0002062406,0.00007701953,0.00009921903,0.0005940475],"category_scores_gemma":[0.0001147589,0.0002145303,0.0001739817,0.00212924,0.0002516666,0.0001632245,0.0001724664,0.0003903284,0.00003161417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004810813,"about_ca_system_score_gemma":0.0008350353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001947567,"about_ca_topic_score_gemma":0.00009363204,"domain_scores_codex":[0.9965824,0.0002142099,0.000505224,0.001157901,0.0007811685,0.0007591295],"domain_scores_gemma":[0.9982607,0.0001502137,0.00008983596,0.0004562236,0.0003751018,0.0006679198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002170136,0.001709709,0.9633266,0.0007069146,0.002626752,0.02085782,0.0002613193,1.340107e-7,0.002953949,0.000004390502,0.001186454,0.004195794],"study_design_scores_gemma":[0.001855111,0.0008059655,0.9910664,0.001240567,0.001077629,0.0001098342,0.0001077901,0.00001963877,0.0002992511,0.00007223032,0.003096142,0.0002494233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942052,0.003101797,0.00001344155,0.0002472305,0.000071074,0.001642557,0.0004751065,0.00006806546,0.0001755048],"genre_scores_gemma":[0.9966087,0.0002486949,0.0001573933,0.00006517248,0.00003499738,0.0002108184,0.0006361514,0.00004326674,0.001994767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773979,"threshold_uncertainty_score":0.8748294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679720060890096,"score_gpt":0.318102979615777,"score_spread":0.2913057790068761,"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."}}