{"id":"W2014154604","doi":"10.1007/s11517-011-0826-z","title":"Calibration of the mechanical properties in a finite element model of a lumbar vertebra under dynamic compression up to failure","year":2011,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Compression (physics); Structural engineering; Materials science; Stress (linguistics); Modulus; Vertebra; Composite material; Engineering; Surgery; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000280861,0.000140811,0.0003953446,0.00007452173,0.00001914692,0.000002081006,0.000223043,0.0002000918,0.0001264153],"category_scores_gemma":[0.0005707616,0.00007809495,0.0001130515,0.0001933773,0.00007180368,0.0000234591,0.0002966118,0.0003216587,0.000002485221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003460452,"about_ca_system_score_gemma":0.00004887288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365353,"about_ca_topic_score_gemma":0.00001041594,"domain_scores_codex":[0.998684,0.00006086062,0.0005335516,0.0002267988,0.0002556294,0.0002391716],"domain_scores_gemma":[0.9995595,0.00002060215,0.00007123346,0.0001869048,0.00004105501,0.0001207603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001966734,0.0009200021,0.009505548,0.0005097131,0.0001016514,0.0000251218,0.002291795,0.09878135,0.8764573,0.004876367,0.0001396754,0.006194835],"study_design_scores_gemma":[0.0005408353,0.000383064,0.06295324,0.0007760659,0.00001163953,0.000009359634,0.00007908327,0.9253234,0.009759012,0.00007545482,0.000003052562,0.00008578378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7947137,0.00004933279,0.2044878,0.0003523957,0.0001033989,0.0002294109,0.000001906422,0.00002925151,0.00003275305],"genre_scores_gemma":[0.9951892,0.000005869252,0.004275687,0.0004717815,0.00002092086,0.000009834452,0.000004993101,0.000009909741,0.00001173138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8666983,"threshold_uncertainty_score":0.318462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285216462603745,"score_gpt":0.2612667320903407,"score_spread":0.2084145674643032,"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."}}