{"id":"W2041474803","doi":"10.1097/brs.0b013e3182a8a381","title":"AOSpine Thoracolumbar Spine Injury Classification System","year":2013,"lang":"en","type":"article","venue":"Spine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":882,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Kappa; Cohen's kappa; Observational study; Reliability (semiconductor); Injury Severity Score; Grading (engineering); Physical therapy; Poison control; Injury prevention; Machine learning; Pathology; Medical emergency; Computer science","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":[0.01856735,0.0006466845,0.00111164,0.004502415,0.0008356989,0.0007643714,0.001095532,0.0006795964,0.002722336],"category_scores_gemma":[0.02699237,0.0006172951,0.000800677,0.001992217,0.001507262,0.001457108,0.001678788,0.0005387333,0.0008176246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256393,"about_ca_system_score_gemma":0.003274922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627629,"about_ca_topic_score_gemma":0.002219748,"domain_scores_codex":[0.9831725,0.00536863,0.004390845,0.002562408,0.004061038,0.0004444943],"domain_scores_gemma":[0.9691798,0.007167622,0.01043666,0.003957055,0.008309848,0.0009489383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007120566,0.0003739632,0.9812725,0.0003603816,0.00008255815,0.0004034954,0.0006862616,0.0002264683,0.0005989054,0.0001454733,0.0003591361,0.01477872],"study_design_scores_gemma":[0.0005207104,0.004461148,0.9813569,0.0003823902,0.0002973011,0.004879399,0.002100711,0.002586534,0.001037712,0.0003286273,0.001974141,0.00007435591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.984305,0.0007243917,0.007596071,0.00006306451,0.0000564408,0.005326206,0.0006501848,0.00003743771,0.001241192],"genre_scores_gemma":[0.9758018,0.0003217722,0.01306379,0.00009829598,0.00007176182,0.008680318,0.001536472,0.00002387827,0.0004019181],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01856735,"threshold_uncertainty_score":0.09819472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624970279187852,"score_gpt":0.3041511098088833,"score_spread":0.2879014070170047,"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."}}