{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003311899,0.0002727045,0.0002700669,0.0008126945,0.0001542658,0.0005007634,0.0001137022,0.0003884342,0.0007878679],"category_scores_gemma":[0.001632742,0.0001480299,0.000126988,0.0003177807,0.0002123647,0.0002941349,0.0002306916,0.0001725156,0.0001623787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104166,"about_ca_system_score_gemma":0.00008097714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004317107,"about_ca_topic_score_gemma":0.0005854878,"domain_scores_codex":[0.9998621,0.00004306246,0.00002008956,0.0000305139,0.00002965852,0.00001447576],"domain_scores_gemma":[0.9989344,0.0002941589,0.0004489474,0.00008148889,0.0001528452,0.00008803482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006821763,0.0000773944,0.9154722,0.00005066446,0.0001158331,0.0002706947,0.000203254,0.001930623,0.0619897,0.00008574054,0.000158896,0.01896294],"study_design_scores_gemma":[0.000005948497,0.000104017,0.9883136,0.000006688924,0.00002701466,0.001011723,0.0001454483,0.004171174,0.005773675,0.0002603536,0.0001667684,0.00001360104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999012,0.000077351,0.0007219054,0.00001465182,7.576677e-7,0.000002660959,0.00006720898,0.000007985242,0.00009547758],"genre_scores_gemma":[0.9994493,0.00002610144,0.0004257176,0.00000486217,0.000001988679,0.000002780657,0.00005444347,0.000001924456,0.00003284631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008126945,"threshold_uncertainty_score":0.002635658,"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."}}