{"id":"W4242011590","doi":"10.3410/f.733205796.793568405","title":"Faculty Opinions recommendation of Progression of regional grey matter atrophy in multiple sclerosis.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Horizon 2020 Framework Programme; Karl-Franzens-Universität Graz; University College London Hospitals NHS Foundation Trust; Schweizerische Multiple Sklerose Gesellschaft; Sanofi; Multiple Sclerosis International Federation; Siemens; Fondazione Italiana Sclerosi Multipla; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Jacques und Gloria Gossweiler-Stiftung; Eisai; Serono Symposia International Foundation; National Multiple Sclerosis Society; International Progressive MS Alliance; University of Oxford; University College London; Università degli Studi di Siena; Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica; Multiple Sclerosis Trust; Multiple Sclerosis Society; European Committee for Treatment and Research in Multiple Sclerosis; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Pfizer; Biogen; Alzheimer's Drug Discovery Foundation; Medizinische Universität Graz; GlaxoSmithKline; Ministero della Salute; European Commission","keywords":"Precuneus; Grey matter; Atrophy; Multiple sclerosis; Expanded Disability Status Scale; Cingulate cortex; Posterior cingulate; Medicine; Pathology; Psychology; Internal medicine; Magnetic resonance imaging; Neuroscience; Cortex (anatomy); White matter; Radiology; Psychiatry; Cognition; Central nervous system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002808927,0.0008277754,0.0008525423,0.002380111,0.001198647,0.003675609,0.001514785,0.004046238,0.4705373],"category_scores_gemma":[0.01648913,0.0004228443,0.0007711907,0.003100039,0.0005396766,0.002069487,0.001194487,0.002405627,0.2951093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175013,"about_ca_system_score_gemma":0.004170898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268263,"about_ca_topic_score_gemma":0.03588491,"domain_scores_codex":[0.9983823,0.0002142817,0.0001824161,0.0001824756,0.0008842607,0.0001542054],"domain_scores_gemma":[0.9876385,0.0008251483,0.0007225058,0.0005848671,0.007783405,0.002445572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000286741,0.00002237776,0.0005337445,0.000147676,0.000005151239,0.00002482793,0.00001414223,0.00002374472,0.0001056797,0.0002220483,0.9579123,0.04095949],"study_design_scores_gemma":[0.00002564857,0.00002914479,0.003512273,0.000349039,0.000009987843,0.00005492099,0.00005655547,0.0001003142,0.00008279696,0.0006156297,0.9951531,0.00001062807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002328088,0.01344086,0.003793563,0.2784624,0.1622739,0.001304468,0.04019035,0.002180007,0.4960264],"genre_scores_gemma":[0.006912376,0.01130055,0.003612839,0.02812381,0.03972901,0.0003957161,0.01095164,0.0006396897,0.8983345],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4705373,"threshold_uncertainty_score":0.7552142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177903766510613,"score_gpt":0.4008079131139173,"score_spread":0.2830175364628559,"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."}}