{"id":"W1996445692","doi":"10.1089/neu.2009.1236","title":"The Role of Magnetic Resonance Imaging in the Management of Acute Spinal Cord Injury","year":2010,"lang":"en","type":"review","venue":"Journal of Neurotrauma","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Spinal cord; Radiology; Spinal cord injury; Cord; Edema; Gold standard (test); Surgery","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":[0.001688407,0.0002797117,0.001236257,0.0004021613,0.00005942043,0.00003372422,0.001258642,0.0000983889,0.00003088326],"category_scores_gemma":[0.00008508255,0.0001427306,0.0006221035,0.000677255,0.0003389864,0.00007301175,0.0001646729,0.002195426,0.000006488252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000604342,"about_ca_system_score_gemma":0.0002692334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006495793,"about_ca_topic_score_gemma":0.000001331858,"domain_scores_codex":[0.9963236,0.0003450768,0.00153744,0.0002013874,0.001240756,0.0003517692],"domain_scores_gemma":[0.9974962,0.0001907055,0.001185719,0.0007367171,0.0003010982,0.0000895807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002669295,0.0001204243,0.00006756482,0.002530246,0.00006746427,0.0007449358,0.00001018214,1.22834e-8,0.0001096759,0.000160127,0.0002307793,0.9932893],"study_design_scores_gemma":[0.0004524086,0.00802843,0.005688645,0.0150354,0.001148219,0.002621283,0.00008971668,0.000003404525,0.00003929999,0.0001324765,0.9666579,0.0001028316],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004465853,0.9922479,0.000001792728,0.0003798466,0.0002642902,0.0009506122,0.0000135897,0.000002781745,0.001673308],"genre_scores_gemma":[0.002654749,0.9965485,0.0002838152,0.00006180371,0.0002139413,0.00002481767,9.762628e-7,0.00004254733,0.0001688644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931865,"threshold_uncertainty_score":0.9538158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0910192337876194,"score_gpt":0.4456084187555386,"score_spread":0.3545891849679192,"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."}}