{"id":"W1971253935","doi":"10.1016/j.jmbbm.2014.09.026","title":"Uniaxial and biaxial mechanical properties of porcine linea alba","year":2014,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Hernia repair and management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"European Regional Development Fund; Higher Education Authority","keywords":"Materials science; Anisotropy; Digital image correlation; Ultimate tensile strength; Composite material; Stiffness; Finite element method; Ultimate load; Tensile testing; Transverse plane; Biomedical engineering; Anatomy; Structural engineering; Optics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00987741,0.00085379,0.004863405,0.0008992927,0.0001223518,0.00007272694,0.001819008,0.00129537,0.001806269],"category_scores_gemma":[0.003767148,0.0005091763,0.001289415,0.0007167936,0.00162291,0.0003073276,0.001179827,0.001045108,0.000008357186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092274,"about_ca_system_score_gemma":0.0007836058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009397767,"about_ca_topic_score_gemma":0.000002535621,"domain_scores_codex":[0.9839288,0.001365875,0.008533271,0.0006090833,0.004642422,0.0009205462],"domain_scores_gemma":[0.9891614,0.0004047996,0.006228646,0.001005911,0.001636507,0.001562718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005799285,0.00394096,0.00005942869,0.001107855,0.0004192717,0.0002952706,0.00009707093,2.836955e-7,0.9809225,0.001261144,0.0003838399,0.005713094],"study_design_scores_gemma":[0.009515061,0.01286111,0.00150577,0.003197169,0.004718327,0.003107046,0.0001889958,0.00002033507,0.9618514,0.0006848948,0.00188991,0.0004599812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875886,0.000205662,0.001678579,0.002845226,0.006244002,0.001155981,0.0002464868,0.00003019075,0.000005311539],"genre_scores_gemma":[0.9906469,0.0003544354,0.006764084,0.0002300397,0.0018011,0.0000282028,0.00001912123,0.0001184431,0.00003769652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907109,"threshold_uncertainty_score":0.999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220607371262024,"score_gpt":0.2670129873261656,"score_spread":0.2449522501999632,"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."}}