{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006049267,0.000464948,0.0009585388,0.001201968,0.0005624847,0.0007854406,0.0003735562,0.0005887311,0.003292965],"category_scores_gemma":[0.002351401,0.000218702,0.001626945,0.001116131,0.0002009766,0.0004110658,0.001016841,0.0005543192,0.0004913252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004775713,"about_ca_system_score_gemma":0.0005473452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315975,"about_ca_topic_score_gemma":0.005357876,"domain_scores_codex":[0.999343,0.0001179111,0.0001026814,0.0002343088,0.00007006548,0.0001321061],"domain_scores_gemma":[0.999082,0.0001709264,0.0003197278,0.00009391468,0.0001977365,0.0001357128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001733107,0.00009221655,0.9900642,0.0003263099,0.0008350993,0.0001569611,0.0001393054,0.00007540203,0.0006687507,0.00004628703,0.001053951,0.00480845],"study_design_scores_gemma":[0.00006507566,0.000354838,0.9968155,0.00006358534,0.0004275547,0.0002864616,0.0002638283,0.0004159547,0.0001879937,0.0001108476,0.0009984494,0.00000992019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873301,0.001783986,0.0003701334,0.0001318763,0.00004725817,0.0001014318,0.009018366,0.00001922309,0.001197593],"genre_scores_gemma":[0.9953042,0.0001737333,0.0002316695,0.00007190859,0.00002480245,0.0001092438,0.003699275,0.000005921487,0.0003791997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004315975,"threshold_uncertainty_score":0.01101613,"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."}}