{"id":"W1790099721","doi":"10.1371/journal.pone.0140956","title":"Orientation Dependent MR Signal Decay Differentiates between People with MS, Their Asymptomatic Siblings and Unrelated Healthy Controls","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society; Natural Sciences and Engineering Research Council of Canada; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"White matter; Multiple sclerosis; Asymptomatic; Magnetic resonance imaging; Diffusion MRI; Pathology; Clinically isolated syndrome; Grey matter; Relaxometry; Putamen; Medicine; Cingulum (brain); Myelin; Quantitative susceptibility mapping; Nuclear magnetic resonance; Gastroenterology; Internal medicine; Fractional anisotropy; Central nervous system; Immunology; Radiology; Physics; Spin echo","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003325288,0.0004202794,0.0004179217,0.001041588,0.0002803603,0.0003465237,0.0001524434,0.0004402463,0.001516678],"category_scores_gemma":[0.00149638,0.0001942802,0.0001964121,0.0004597902,0.0002612969,0.0003245015,0.0003145714,0.0002170637,0.0003641824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323671,"about_ca_system_score_gemma":0.0001039815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374064,"about_ca_topic_score_gemma":0.001000872,"domain_scores_codex":[0.999768,0.00004608799,0.00002986963,0.00008710064,0.00003605145,0.0000329199],"domain_scores_gemma":[0.9995812,0.00009922562,0.0001645663,0.00003546938,0.00003377486,0.00008592341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007695708,0.00009794394,0.9839466,0.0000273584,0.00007038892,0.0007719785,0.0005875127,0.00004691064,0.007447254,0.00005257451,0.00009379986,0.006088093],"study_design_scores_gemma":[0.000008910702,0.0001693528,0.9978912,0.000002545942,0.0000203407,0.001177375,0.0002383836,0.00008100581,0.0002756267,0.00004139689,0.00009009796,0.000003761306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995999,0.00008724802,0.00004998087,0.000009725837,0.000001882244,0.000003129272,0.00004790953,0.000004389703,0.000195885],"genre_scores_gemma":[0.9996891,0.00004701978,0.00006063119,0.00000827725,0.000004060518,0.000003635502,0.00009275674,0.000002202559,0.00009241326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516678,"threshold_uncertainty_score":0.005073786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08691982308384288,"score_gpt":0.2975926482933167,"score_spread":0.2106728252094738,"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."}}