{"id":"W3135605099","doi":"10.20944/preprints202102.0119.v2","title":"The Nerves to Conduct a Multiple Sclerosis Crime Investigation","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Multiple sclerosis; Remyelination; Microbiome; Disease; Immune system; Pathogenesis; Neuroscience; Myelin; Central nervous system; Immunology; Biology; Medicine; Bioinformatics; Pathology","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":[0.006019452,0.0006653538,0.0006340375,0.001492618,0.003485067,0.005573989,0.001061503,0.004107381,0.04348161],"category_scores_gemma":[0.01789443,0.0002953224,0.0006148026,0.0009658363,0.002149353,0.003862378,0.003770612,0.005283268,0.01727795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631843,"about_ca_system_score_gemma":0.01036754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014175,"about_ca_topic_score_gemma":0.00626291,"domain_scores_codex":[0.9973298,0.0009804195,0.0001533404,0.0003066459,0.0007695232,0.0004600988],"domain_scores_gemma":[0.9897707,0.001819407,0.0006356349,0.0008493018,0.003440563,0.003484429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007517671,0.0003159195,0.02392719,0.0006974581,0.0001596324,0.004006189,0.002265477,0.0003023747,0.002160192,0.06840751,0.5365897,0.3604167],"study_design_scores_gemma":[0.0001091981,0.0003031713,0.01174706,0.002939319,0.00009701597,0.006147371,0.004416441,0.0003614804,0.001209003,0.05033167,0.9222717,0.00006665705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03719594,0.04233412,0.01928274,0.6051043,0.03672203,0.0005615117,0.00292977,0.001190075,0.2546795],"genre_scores_gemma":[0.2810338,0.0548991,0.05789557,0.201714,0.02313573,0.0009708364,0.003066614,0.001188287,0.376096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04348161,"threshold_uncertainty_score":0.1454605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2361670080289372,"score_gpt":0.3579948647549832,"score_spread":0.121827856726046,"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."}}