{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312845,0.0005409494,0.0004926261,0.002438199,0.0003239299,0.001147333,0.0002630424,0.0004063701,0.0009519632],"category_scores_gemma":[0.005844342,0.0002828991,0.0003687464,0.0005992171,0.0005053323,0.0009212067,0.00068915,0.0002937061,0.0001852505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761447,"about_ca_system_score_gemma":0.0002830755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541574,"about_ca_topic_score_gemma":0.002021961,"domain_scores_codex":[0.9992515,0.0002291154,0.0001034986,0.0002248217,0.0001442044,0.00004666588],"domain_scores_gemma":[0.997703,0.0009177434,0.0007953239,0.0001798484,0.0002590012,0.0001450153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409484,0.00003219066,0.9731508,0.0001454418,0.0002452516,0.0004583262,0.0003125349,0.0003453647,0.006412785,0.0002490009,0.0001584978,0.01708033],"study_design_scores_gemma":[0.0000324727,0.0004902317,0.9867871,0.00006774285,0.0002718281,0.003691692,0.0005087717,0.002244375,0.004056246,0.0007432887,0.001080763,0.00002551835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967822,0.001153595,0.0006757908,0.00002884426,0.00001209206,0.00002216845,0.0001448863,0.00001972297,0.001160565],"genre_scores_gemma":[0.9991912,0.0001470622,0.0004311387,0.000009163336,0.00001167724,0.000009156285,0.00009044405,0.000003069345,0.0001070508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438199,"threshold_uncertainty_score":0.006943107,"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."}}