{"id":"W4242063238","doi":"10.2139/ssrn.3745109","title":"Gut Microbiome and Serum Metabolome Alterations in Isolated Dystonia","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Metabolome; Microbiome; Gut microbiome; Dystonia; Computational biology; Biology; Medicine; Bioinformatics; Metabolomics; Physiology; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001329093,0.000266828,0.0004016361,0.0004440638,0.0002955336,0.0004409724,0.00009836094,0.0004224775,0.002015844],"category_scores_gemma":[0.0005406116,0.0001466911,0.0002540074,0.0004501433,0.0001573094,0.0002308316,0.0004037266,0.0003643045,0.0001861809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401515,"about_ca_system_score_gemma":0.0001951366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002348125,"about_ca_topic_score_gemma":0.003017446,"domain_scores_codex":[0.999896,0.00002331043,0.00001066403,0.00002623207,0.00001719537,0.00002660835],"domain_scores_gemma":[0.9998704,0.00002356007,0.00005354288,0.000005590583,0.00001681123,0.00003010848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01620907,0.0003760182,0.7791169,0.0003951475,0.001124385,0.002778119,0.0004969041,0.0003984471,0.1495986,0.0001903153,0.001438569,0.04787749],"study_design_scores_gemma":[0.00002475833,0.0004735315,0.9942047,0.00003749847,0.0001989028,0.001163473,0.0002998898,0.0004307655,0.002386548,0.0001572312,0.0006102369,0.00001244635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966859,0.001705816,0.0001479674,0.0001378884,0.00002533322,0.00000848449,0.0005456595,0.00001146165,0.0007315078],"genre_scores_gemma":[0.9981617,0.0005481975,0.0002331659,0.0001071421,0.00001322837,0.00001180089,0.0003835902,0.000004856434,0.0005363142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002348125,"threshold_uncertainty_score":0.006743729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009332920468774965,"score_gpt":0.2338943036667432,"score_spread":0.2245613831979682,"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."}}