{"id":"W4392813871","doi":"10.1177/13524585241238094","title":"Choroid plexus volume differentiates MS from its mimics","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Sanofi Genzyme; EMD Serono; National Institutes of Health; Idorsia Pharmaceuticals; Genentech; Multiple Sclerosis Society; Common Fund; Myelin Repair Foundation; Horizon Therapeutics; National Institute of Mental Health; NGM Biopharmaceuticals; Race to Erase MS; TG Therapeutics; Patient-Centered Outcomes Research Institute; Bristol-Myers Squibb; Eli Lilly and Company; Biogen; Sanofi; National Multiple Sclerosis Society","keywords":"Choroid plexus; Multiple sclerosis; Medicine; Neuroscience; Central nervous system; Internal medicine; Psychology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001807868,0.0003217623,0.0003160665,0.0001975701,0.000547785,0.001284733,0.0005831532,0.0001314647,0.002319705],"category_scores_gemma":[0.0003929407,0.0002718617,0.0003168982,0.0003612008,0.00009635629,0.0006254758,0.0001654111,0.0008026509,0.001509807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447912,"about_ca_system_score_gemma":0.00007503684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007260464,"about_ca_topic_score_gemma":0.00003587137,"domain_scores_codex":[0.997522,0.0001245722,0.0005018882,0.0006071433,0.0006186715,0.000625702],"domain_scores_gemma":[0.9989353,0.0002928039,0.0001004392,0.0002562109,0.00005020669,0.0003650173],"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":[0.00004673545,0.0001259326,0.006359641,0.00002289271,0.00003174408,0.00008185476,0.0004074567,0.00009298081,0.9782155,0.000164785,0.005957683,0.008492798],"study_design_scores_gemma":[0.002077213,0.0003089482,0.2166294,0.0007223629,0.0001308803,0.0003881165,0.00006792802,0.1374166,0.6117013,0.001787299,0.02784879,0.0009212277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913545,0.002915449,0.0006651524,0.0007485127,0.003265346,0.0001480233,0.0002100179,0.000247635,0.0004453234],"genre_scores_gemma":[0.9948749,0.001693989,0.0001992299,0.0003958768,0.001496484,0.000009736053,0.00001008007,0.00007069794,0.00124901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3665142,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08218949961202789,"score_gpt":0.2564324124564364,"score_spread":0.1742429128444086,"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."}}