{"id":"W2047624519","doi":"10.1055/s-0033-1343073","title":"Finite Element Analysis and Biomechanical Comparison of Short Posterior Spinal Instrumentation with Divergent Bridge Construct versus Parallel Tension Band Construct for Thoracolumbar Spine Fractures","year":2013,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Construct (python library); Biomechanics; Instrumentation (computer programming); Bridge (graph theory); Orthodontics; Finite element method; Tension (geology); Anatomy; Structural engineering; Compression (physics); Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960044,0.0002579071,0.0007137302,0.0002222402,0.0001786821,0.00009659123,0.0000985091,0.0001325136,0.0003049759],"category_scores_gemma":[0.00007949336,0.0001882201,0.0002186364,0.0004081377,0.0001608967,0.0001862045,0.00005062441,0.0002185577,0.000001279713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459958,"about_ca_system_score_gemma":0.00009913593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002442532,"about_ca_topic_score_gemma":0.0000704764,"domain_scores_codex":[0.9980916,0.00003858272,0.0007708449,0.00029501,0.0005040796,0.0002999283],"domain_scores_gemma":[0.9985089,0.00001288992,0.0004792806,0.0001746062,0.0005231032,0.0003011694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007473942,0.0005611653,0.5559057,0.0002437218,0.003300019,0.0000453053,0.00008034973,0.0001672992,0.05178865,0.0003255762,0.001750169,0.3783581],"study_design_scores_gemma":[0.004489044,0.008244906,0.968676,0.0001885233,0.001909612,0.0003923094,0.000232951,0.004058536,0.01101123,0.0001789892,0.000366967,0.0002508857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186575,0.0003822346,0.1792716,0.0006187661,0.0001603951,0.0007827958,0.00005458963,0.0000264766,0.00004561768],"genre_scores_gemma":[0.9382988,0.0001410953,0.06106094,0.0002167476,0.0001408921,0.00002199023,0.000103231,0.00001123907,0.000005124378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127703,"threshold_uncertainty_score":0.7675391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683803374209303,"score_gpt":0.3564818336057685,"score_spread":0.3296437998636754,"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."}}