{"id":"W3119464661","doi":"10.21203/rs.3.rs-139606/v1","title":"Gut microbiome and serum metabolome alterations in isolated dystonia","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Metabolome; Microbiome; Gut microbiome; Dystonia; Computational biology; Biology; Medicine; Metabolomics; Bioinformatics; 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":[0.0001732163,0.0003848666,0.0005749494,0.0007416151,0.0004042666,0.000557022,0.0001219368,0.0003271134,0.001599757],"category_scores_gemma":[0.0005228746,0.0001647293,0.0002992164,0.0006277972,0.0002911029,0.0002077175,0.0006367186,0.0002854719,0.0001783026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003291477,"about_ca_system_score_gemma":0.0001734485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874469,"about_ca_topic_score_gemma":0.002154869,"domain_scores_codex":[0.9998088,0.00003766707,0.00002162448,0.00006291202,0.00002798523,0.00004105242],"domain_scores_gemma":[0.9997831,0.00003693775,0.00008484133,0.00001202202,0.00003225872,0.00005081068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002920149,0.0001183203,0.8521091,0.0003091694,0.0004451863,0.002278745,0.000480075,0.0002827598,0.1230739,0.00007423916,0.0004925978,0.01741577],"study_design_scores_gemma":[0.00001257769,0.0002714609,0.9937078,0.00003347355,0.0001158808,0.002089441,0.0002455611,0.0003524121,0.002691873,0.00008129385,0.0003897363,0.000008536996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974164,0.001368494,0.0002829123,0.00004565659,0.00000735207,0.00001074919,0.0005735367,0.000009558894,0.0002853559],"genre_scores_gemma":[0.9986024,0.0003296408,0.0003203497,0.00006051447,0.000006371978,0.00001014287,0.0004488673,0.000004123811,0.0002174317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874469,"threshold_uncertainty_score":0.005351722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551977556679256,"score_gpt":0.3893978066613171,"score_spread":0.3338780310945245,"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."}}