{"id":"W2565583047","doi":"10.1177/1352458516682105","title":"Breaking down the gut microbiome composition in multiple sclerosis","year":2016,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; University Hospital","funders":"","keywords":"Multiple sclerosis; Gut microbiome; Microbiome; Medicine; Biology; Neuroscience; Computational biology; Immunology; Bioinformatics","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":[0.001049292,0.0007004384,0.001204504,0.0003346491,0.0007090393,0.0002713839,0.0009682192,0.0007514842,0.0000855955],"category_scores_gemma":[0.0001166129,0.0004415125,0.0009280379,0.0003381401,0.0002199843,0.00001878254,0.000348631,0.0009445568,0.0001608783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169667,"about_ca_system_score_gemma":0.0004083294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008653862,"about_ca_topic_score_gemma":0.0002433546,"domain_scores_codex":[0.9960778,0.0007011381,0.001308899,0.0007312039,0.0002483833,0.0009325342],"domain_scores_gemma":[0.9977598,0.0001745293,0.0009375713,0.0007273615,0.0001600638,0.0002406764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006393541,0.0001893747,0.0004876167,0.001060376,0.0002126358,0.000007521342,0.00007403678,0.000004700747,0.3963771,0.00000277865,0.005479262,0.5960407],"study_design_scores_gemma":[0.002171454,0.0001332413,0.004671953,0.02165019,0.0001865422,0.0006012524,0.00002830394,0.000007042519,0.001001847,0.000004172754,0.9687651,0.0007789386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008409737,0.9887309,0.0003075048,0.0002492456,0.0009245654,0.0009160644,0.0003817911,0.00002096202,0.00005923399],"genre_scores_gemma":[0.02860995,0.9687575,0.0004973087,0.0002888819,0.001215082,0.0000694749,0.0003203838,0.0001236391,0.000117787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9632858,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055309564753892,"score_gpt":0.3000197623369062,"score_spread":0.194488805861517,"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."}}