{"id":"W3196895703","doi":"10.1016/j.jbiomech.2021.110708","title":"Relating strain fields with microtubule changes in porcine cortical sulci following drop impact","year":2021,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Army Research Laboratory; Army Research Office","keywords":"Sulcus; Strain (injury); Traumatic brain injury; White matter; Anatomy; Human brain; Parenchyma; Gyrification; Cerebral cortex; Biology; Pathology; Medicine; Neuroscience; Magnetic resonance imaging","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":[0.0007030449,0.0002101292,0.0006231798,0.0004076832,0.00007435944,0.00003782771,0.0001085226,0.0002073991,0.0002942316],"category_scores_gemma":[0.000202906,0.000154768,0.0002618782,0.0006512149,0.00002222467,0.000126687,0.00005604371,0.0007401789,0.000006375015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162516,"about_ca_system_score_gemma":0.0004233421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009767031,"about_ca_topic_score_gemma":0.00007913591,"domain_scores_codex":[0.9983013,0.00007920112,0.000584072,0.0002101384,0.0004491085,0.0003761301],"domain_scores_gemma":[0.9988506,0.00008697032,0.0003465964,0.0002206543,0.0002716646,0.000223445],"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":[0.0004653644,0.0004186819,0.001379207,0.00009528323,0.0003961018,0.007342903,0.0007846206,0.000002328534,0.9726925,0.0003404234,0.0003495878,0.01573297],"study_design_scores_gemma":[0.021332,0.02679646,0.009678821,0.005663549,0.001762506,0.01769476,0.008085902,0.01740392,0.8806714,0.006185554,0.003248806,0.001476352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908024,0.0008436734,0.005873199,0.001772452,0.000320864,0.0001519794,0.00001816804,0.00001849672,0.0001987587],"genre_scores_gemma":[0.9957265,0.000135826,0.003008745,0.0004705951,0.0002505767,0.000001387431,0.00001838679,0.00003592692,0.0003520369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09202114,"threshold_uncertainty_score":0.6311258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049565885060594,"score_gpt":0.3019198545433596,"score_spread":0.2814241956927536,"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."}}