{"id":"W4404895578","doi":"10.1111/bpa.13322","title":"Neuropathological and cerebrospinal fluid correlates of choroid plexus inflammation in progressive multiple sclerosis","year":2024,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Ministero dell'Università e della Ricerca; Parkinson's UK; Multiple Sclerosis Society; Fondazione Italiana Sclerosi Multipla","keywords":"Choroid plexus; Inflammation; Pathology; Cerebrospinal fluid; Microglia; Population; Immune system; Immunology; Biology; Medicine; Central nervous system; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002929835,0.000173233,0.0002213735,0.0002830766,0.00007923636,0.00006421786,0.0001397846,0.0001242176,0.00006223739],"category_scores_gemma":[0.001693724,0.0001571566,0.00004767075,0.0003832236,0.0002197001,0.0002235183,0.0001076812,0.0002516023,0.00004615206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001394429,"about_ca_system_score_gemma":0.0000322573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.805639e-7,"about_ca_topic_score_gemma":0.00000364246,"domain_scores_codex":[0.9980149,0.0005061667,0.0004506701,0.0006002812,0.0001833594,0.0002445832],"domain_scores_gemma":[0.9990241,0.0005875053,0.0001072668,0.0001873932,0.00002969317,0.00006402572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004801215,0.00003051114,0.001243962,0.00004176302,6.135695e-7,0.0006008351,0.0003313134,0.0001153072,0.9759473,0.0159506,0.00005983852,0.005629962],"study_design_scores_gemma":[0.0005981023,0.0004133427,0.03539976,0.00006151059,0.000005527576,0.0008391102,0.00002277016,0.01818946,0.9423943,0.00162134,0.0002866463,0.0001681756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968126,0.0001810209,0.0006810412,0.001132358,0.0004354634,0.0004037951,0.00001940733,0.0001732373,0.0001610479],"genre_scores_gemma":[0.9987522,0.0001058177,0.0003146951,0.0005679216,0.00006480319,0.00006015008,0.000006441465,0.00002345238,0.0001044698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0341558,"threshold_uncertainty_score":0.640866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04687780826185266,"score_gpt":0.2629166820593521,"score_spread":0.2160388737974995,"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."}}