{"id":"W2884849928","doi":"","title":"Spinal Cord MRS Biomarkers of Clinical Impairment in Chronic Spinal Cord Injury","year":2018,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tongji Medical College, Huazhong University of Science and Technology; School of Medicine, Stanford University; Centre Hospitalier Universitaire de Rennes; Feinberg School of Medicine; Southern Medical University; Max-Planck-Institut für Kognitions- und Neurowissenschaften; Huazhong University of Science and Technology; Universität Zürich; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital; Université de Montréal; Centre National de la Recherche Scientifique; Vanderbilt University; Università degli Studi di Pavia; Tongji University; Institut National de la Santé et de la Recherche Médicale; University of Toronto; Eidgenössische Technische Hochschule Zürich; Wellcome Trust; Polytechnique Montréal; University College London; King's College London; McGill University; Institut national de recherche en informatique et en automatique (INRIA); Aix-Marseille Université; Vanderbilt University Medical Center; Johns Hopkins University; Northwestern University","keywords":"Medicine; Spinal cord injury; Spinal cord; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003976772,0.0005383695,0.0004889773,0.001181769,0.0002921815,0.0005343148,0.0002227559,0.0005595594,0.001412405],"category_scores_gemma":[0.001100185,0.0001161362,0.0001796783,0.0007238014,0.0003248692,0.0002642663,0.0003872577,0.0002586606,0.0002917231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988641,"about_ca_system_score_gemma":0.0002213746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304599,"about_ca_topic_score_gemma":0.001878995,"domain_scores_codex":[0.9998286,0.00004265707,0.0000292498,0.0000319821,0.00003535555,0.00003212348],"domain_scores_gemma":[0.9993446,0.00009697855,0.0003350257,0.00002241087,0.0001144542,0.00008649223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004414993,0.0004308897,0.9158184,0.0004562766,0.0003640571,0.0007030375,0.000280744,0.0003892162,0.04732678,0.00009674592,0.0004155918,0.02930319],"study_design_scores_gemma":[0.00002271341,0.001053227,0.9949445,0.00003332115,0.00009382261,0.0006509078,0.0001483965,0.000324714,0.002339191,0.0001343316,0.0002461043,0.000008738297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961712,0.002552658,0.0001809009,0.00005233018,0.000009376898,0.00001993549,0.0002737764,0.00001015369,0.0007296533],"genre_scores_gemma":[0.9982452,0.0007202112,0.0003292216,0.00003359751,0.00002186088,0.00002068482,0.0002929009,0.000001780484,0.0003345356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001412405,"threshold_uncertainty_score":0.00472492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121207124785162,"score_gpt":0.301697378753087,"score_spread":0.2804853075052354,"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."}}