{"id":"W2086940615","doi":"10.1159/000330835","title":"The National Trauma Registry as a Canadian Spine Trauma Database: A Validation Study Using an Institutional Clinical Database","year":2011,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute; Toronto Western Hospital","funders":"","keywords":"Medicine; Database; Spinal cord injury; Population; Gold standard (test); National database; Spinal cord; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06703344,0.000807995,0.0006029115,0.003125324,0.001835627,0.001776818,0.002550713,0.001123395,0.0006787863],"category_scores_gemma":[0.1693494,0.0006557397,0.0009849984,0.005039144,0.001590072,0.00144215,0.002181098,0.0009499241,0.0002547102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008658868,"about_ca_system_score_gemma":0.01380124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2995834,"about_ca_topic_score_gemma":0.2256932,"domain_scores_codex":[0.9388759,0.03149806,0.004908176,0.003872677,0.01891647,0.001928793],"domain_scores_gemma":[0.8144409,0.06821763,0.02521574,0.02566632,0.06316821,0.003291181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004500998,0.0002844169,0.98966,0.0001024885,0.0001850279,0.0001226197,0.0009775788,0.0004892406,0.0002542206,0.0002260944,0.0004501215,0.006798311],"study_design_scores_gemma":[0.0001710591,0.0006341647,0.9903899,0.0001158148,0.000205643,0.0005113811,0.0007617851,0.00435341,0.0009011235,0.00007489327,0.001839764,0.00004098736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915218,0.0003328155,0.002985112,0.0001773402,0.00003651022,0.00171723,0.001608414,0.00002612649,0.001594578],"genre_scores_gemma":[0.9892129,0.0001665141,0.005699933,0.0001886667,0.00002698671,0.0006982927,0.003809655,0.00002167031,0.0001754265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004166,"threshold_uncertainty_score":0.5956793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3765765906553782,"score_gpt":0.4556647913598069,"score_spread":0.07908820070442862,"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."}}