{"id":"W3121035814","doi":"10.1212/nxi.0000000000000941","title":"CSF SERPINA3 Levels Are Elevated in Patients With Progressive MS","year":2021,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación; Lundbeckfonden; Generalitat de Catalunya; Red Española de Esclerosis Múltiple; Ministerio de Ciencia, Innovación y Universidades","keywords":"Medicine; Internal medicine","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":[0.0001523613,0.0004331477,0.0004141298,0.0006939376,0.0003143897,0.0003269606,0.0001402407,0.0004621183,0.001400684],"category_scores_gemma":[0.0006691588,0.0001415442,0.0002434537,0.0003770101,0.0002374767,0.0001920655,0.0001857489,0.0002800491,0.0002174001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235564,"about_ca_system_score_gemma":0.0001630575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174309,"about_ca_topic_score_gemma":0.001360698,"domain_scores_codex":[0.9998853,0.00001913803,0.00001706971,0.00003234619,0.00002890256,0.0000172388],"domain_scores_gemma":[0.9997098,0.00005600295,0.0001156088,0.000009171747,0.00003879536,0.00007060368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00257495,0.0001003367,0.9538204,0.00006724789,0.0001052006,0.001552088,0.000195653,0.0001392614,0.03309524,0.0000319672,0.0004130733,0.007904552],"study_design_scores_gemma":[0.00003958223,0.0003128378,0.9947026,0.000009612081,0.00004830703,0.002554157,0.000117222,0.0002386342,0.001641306,0.00004572462,0.000284636,0.000005300803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990897,0.000273155,0.00009376067,0.00004036964,0.000006203875,0.000007571181,0.0001391,0.00001542286,0.000334742],"genre_scores_gemma":[0.9993228,0.00009280236,0.0001814911,0.00004702143,0.00002001453,0.000008462601,0.0001862115,0.000001885271,0.0001392259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400684,"threshold_uncertainty_score":0.00468576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142667859796603,"score_gpt":0.265089800017641,"score_spread":0.2436631214196749,"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."}}