{"id":"W4389464286","doi":"10.1212/wnl.92.15_supplement.s37.004","title":"Serum Neurofilamant, GFAP and Tau in Patients with Aggressive Multiple Sclerosis Before and After Haematopoietic Stem Cell Transplant (S37.004)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Montreal Neurological Institute and Hospital; McGill University; Ottawa Hospital","funders":"","keywords":"Haematopoiesis; Multiple sclerosis; Medicine; Stem cell; Pathology; Neuroscience; Immunology; Biology; Cell biology","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":[0.0002746976,0.0002176106,0.0002617038,0.000467426,0.0002409,0.0002668557,0.0001055747,0.0002657282,0.0007757923],"category_scores_gemma":[0.000396685,0.00009890815,0.0001645814,0.0004393024,0.0001525501,0.0001576711,0.0001219929,0.000298442,0.000175017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596702,"about_ca_system_score_gemma":0.000186167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894657,"about_ca_topic_score_gemma":0.002932742,"domain_scores_codex":[0.999884,0.00002641834,0.00001640258,0.00002605591,0.00002177549,0.000025229],"domain_scores_gemma":[0.9997353,0.00003099458,0.00008116804,0.00001485982,0.00003612127,0.0001015453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009512654,0.0008070936,0.9504327,0.0000553232,0.0001510893,0.001287767,0.0003737521,0.0001638571,0.02663616,0.00005128793,0.0003024414,0.01022602],"study_design_scores_gemma":[0.0001182053,0.003590935,0.9910128,0.00000768358,0.00007689405,0.001281574,0.0001600938,0.0001882519,0.003008779,0.00004207014,0.0005067757,0.000005971112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994612,0.0001551856,0.00001974876,0.000009984964,0.000003405718,0.000006555822,0.00005959568,0.000002966568,0.0002812996],"genre_scores_gemma":[0.9993543,0.0000494702,0.00005902304,0.00001840836,0.000004391626,0.000007929564,0.0001514621,9.805351e-7,0.0003539253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894657,"threshold_uncertainty_score":0.003767252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310377824108642,"score_gpt":0.2154187395421566,"score_spread":0.2023149613010702,"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."}}