{"id":"W2890570659","doi":"10.1016/j.jneumeth.2018.09.020","title":"Correlating new directional measures of myelin and axonal integrity in T2-weighted MRI with quantitative histology in multiple sclerosis","year":2018,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Hotchkiss Brain Institute; International Collaboration On Repair Discoveries; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Multiple Sclerosis Society of Canada","keywords":"Multiple sclerosis; Myelin; Histology; Myelin sheath; Pathology; Neuroscience; Medicine; Biology; Central nervous system; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003575036,0.0001400336,0.0005918053,0.0006871343,0.0000944745,0.00001444401,0.0001585339,0.00006721899,0.00001154534],"category_scores_gemma":[0.01338111,0.00009653247,0.00006117789,0.0009932073,0.001169808,0.000232847,0.0000870573,0.0007824248,3.187916e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328219,"about_ca_system_score_gemma":0.0004377627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000349806,"about_ca_topic_score_gemma":0.0005289642,"domain_scores_codex":[0.9972469,0.0008683747,0.0006699659,0.000276906,0.0006551842,0.0002827145],"domain_scores_gemma":[0.9968265,0.001880198,0.0004349524,0.0001154809,0.0005639759,0.0001788362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001173301,0.0001694904,0.3767478,0.00002149635,0.0000120939,0.00002124307,0.001291229,0.00004518542,0.5899451,0.00004071122,0.0000745103,0.03045786],"study_design_scores_gemma":[0.002313711,0.002018663,0.9605738,0.0004541847,0.00001717305,0.0001631588,0.0004191117,0.01487175,0.01862556,0.000120888,0.0003377347,0.00008428195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267519,0.0005266943,0.07092857,0.001112964,0.0003469784,0.0002003452,0.000002708102,0.000005684916,0.0001242239],"genre_scores_gemma":[0.6264733,0.0003032665,0.3730496,0.00008364286,0.00005700475,0.000002369037,1.026258e-7,0.000006808879,0.00002386183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.583826,"threshold_uncertainty_score":0.9949296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3675622055270689,"score_gpt":0.4469901567829249,"score_spread":0.07942795125585606,"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."}}