{"id":"W2016194262","doi":"10.1016/j.medengphy.2011.05.004","title":"Cervical spine response in frontal crash","year":2011,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cadaveric spasm; Kinematics; Biomechanics; Cervical spine; Ligament; Anterior longitudinal ligament; Cervical vertebrae; Finite element method; Soft tissue; Orthodontics; Medicine; Biomedical engineering; Computer science; Structural engineering; Anatomy; Surgery; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510487,0.0003660523,0.0002393297,0.000311445,0.0001448748,0.0002110557,0.0002201789,0.0005146126,0.001748391],"category_scores_gemma":[0.0007286772,0.0001746852,0.0002422573,0.0001378993,0.0001396792,0.0001479142,0.0003020174,0.00009230874,0.0003945048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577392,"about_ca_system_score_gemma":0.0002321977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009984941,"about_ca_topic_score_gemma":0.0119982,"domain_scores_codex":[0.9999223,0.00001077298,0.00000490637,0.00001761362,0.00002822465,0.00001615503],"domain_scores_gemma":[0.9999236,0.00002460252,0.00001261895,0.000009168872,0.00002261995,0.000007329768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001535089,0.0001452437,0.1420144,0.0002046672,0.0001132362,0.001835027,0.000568273,0.5046751,0.2982256,0.0003518301,0.001294876,0.04903655],"study_design_scores_gemma":[0.00003442194,0.001612435,0.3022549,0.00004354031,0.00006717275,0.001215144,0.0005591274,0.6425644,0.04969898,0.0005288083,0.001372678,0.00004838041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929941,0.0000689735,0.005356387,0.00003845531,0.000004254689,0.00002758565,0.0003864742,0.00007125048,0.001052598],"genre_scores_gemma":[0.9984648,0.00005835701,0.0006279076,0.00001444389,0.000001304728,0.00001486215,0.0002514522,0.000005216773,0.0005616286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009984941,"threshold_uncertainty_score":0.01985365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926421557336449,"score_gpt":0.2465460138730275,"score_spread":0.2272817982996631,"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."}}