{"id":"W2947776487","doi":"10.1111/jon.12633","title":"Three‐Dimensional Lesion Phenotyping and Physiologic Characterization Inform Remyelination Ability in Multiple Sclerosis","year":2019,"lang":"en","type":"article","venue":"Journal of Neuroimaging","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Multiple Sclerosis Society","keywords":"Lesion; White matter; Multiple sclerosis; Medicine; Remyelination; Magnetic resonance imaging; Pathology; Fluid-attenuated inversion recovery; Neuroimaging; Hyperintensity; Diffusion MRI; Neuroscience; Radiology; Internal medicine; Biology; Myelin; Central nervous system","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":[0.0006321767,0.0001129996,0.0003199916,0.000277345,0.00006861159,0.00002757171,0.00006292488,0.00003679955,0.00002010632],"category_scores_gemma":[0.0009557062,0.00008800514,0.00006489399,0.000204123,0.00006007958,0.0004831847,0.0001040508,0.0003649031,0.00000595838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109405,"about_ca_system_score_gemma":0.00005229515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001936611,"about_ca_topic_score_gemma":0.000005756085,"domain_scores_codex":[0.9987405,0.00005203566,0.0004252543,0.0001734854,0.0004170045,0.0001917312],"domain_scores_gemma":[0.9989671,0.0002332752,0.0002823493,0.0001274726,0.0003141965,0.00007565227],"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":[0.0002231703,0.00005365826,0.3307741,0.00007282753,0.000007964118,0.000004284321,0.0001115951,0.0001244746,0.6339478,0.000002098757,0.0000100971,0.03466798],"study_design_scores_gemma":[0.001821044,0.0001555729,0.9260971,0.0004457543,0.000009288456,0.00002658239,0.00004874825,0.06946428,0.001782472,0.00002958838,0.00005377298,0.00006579098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975577,0.00009762838,0.0002017483,0.001654148,0.0001422592,0.0003011143,0.000001950311,0.00001075656,0.00003270587],"genre_scores_gemma":[0.9985703,0.0002428794,0.0008176947,0.0002385431,0.0001049028,0.000002017491,0.000006368824,0.00001102469,0.000006266841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6321653,"threshold_uncertainty_score":0.3588745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108725090409344,"score_gpt":0.3115830980265063,"score_spread":0.2028580076171623,"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."}}