{"id":"W2010397384","doi":"10.1016/j.jneumeth.2009.04.007","title":"Modeling spinal cord contusion, dislocation, and distraction: Characterization of vertebral clamps, injury severities, and node of Ranvier deformations","year":2009,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health; International Collaboration On Repair Discoveries","funders":"","keywords":"Anatomy; Distraction; Spinal cord; Spinal cord injury; Node of Ranvier; Node (physics); Dislocation; Medicine; Neuroscience; Materials science; Psychology; Physics; Acoustics; 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":[0.001165462,0.00008865818,0.0003107509,0.0002576136,0.00009820725,0.00002608347,0.00009864385,0.00004494029,0.000006502049],"category_scores_gemma":[0.0007769812,0.00007115339,0.00004970034,0.0003871736,0.0001935167,0.0006724133,0.00002935884,0.0002410205,8.380976e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112095,"about_ca_system_score_gemma":0.0001702661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006545291,"about_ca_topic_score_gemma":3.982735e-7,"domain_scores_codex":[0.9985161,0.0001646344,0.0006398644,0.0001219151,0.0004262541,0.0001312127],"domain_scores_gemma":[0.9987954,0.00003818959,0.0003665241,0.0001277578,0.0005409608,0.0001311701],"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":[0.001750966,0.0000749499,0.001354194,0.00005988836,0.000003018269,0.000002792171,0.00005684231,0.0000190643,0.9108911,0.0001064503,0.00000391048,0.08567683],"study_design_scores_gemma":[0.001248435,0.01177109,0.8324896,0.0004545424,0.0001113573,0.001440408,0.0002497921,0.08410872,0.06689021,0.0007010813,0.0003809418,0.0001538441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7955534,0.00009425326,0.2032014,0.0008576633,0.0001506349,0.0001103093,0.000005780473,0.000002988169,0.00002357271],"genre_scores_gemma":[0.9775199,0.0005200598,0.02164043,0.0002310286,0.00005504195,9.262549e-7,0.000001819201,0.000004943475,0.00002579622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8440009,"threshold_uncertainty_score":0.2901551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0803718989213632,"score_gpt":0.4480674170580102,"score_spread":0.367695518136647,"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."}}