{"id":"W2750881553","doi":"10.7205/milmed-d-16-00358","title":"The Effect of Anthropomorphic Test Device Lower Leg Surrogate Selection on Impact Mitigating System Evaluation in Low- and High-Rate Loading Conditions","year":2017,"lang":"en","type":"article","venue":"Military Medicine","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aptose Biosciences (Canada); McMaster University","funders":"","keywords":"Tibia; Structural engineering; Lower body; Orthodontics; Mathematics; Medicine; Surgery; Physical medicine and rehabilitation; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238566,0.0006814305,0.0003278864,0.0005026337,0.0002023857,0.0004481033,0.0003538548,0.0004524431,0.002085911],"category_scores_gemma":[0.003889949,0.0001738549,0.0002509721,0.0002167692,0.0002079945,0.0002876582,0.0005179057,0.0001365897,0.0004086469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636581,"about_ca_system_score_gemma":0.0001731189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819836,"about_ca_topic_score_gemma":0.0008266872,"domain_scores_codex":[0.9992428,0.0003009247,0.00008453056,0.00009794333,0.0002080968,0.00006566536],"domain_scores_gemma":[0.998404,0.0005818116,0.0002963422,0.0001299178,0.0004836521,0.0001042841],"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":[0.01617925,0.001178203,0.093569,0.0007130383,0.00009915292,0.0006244897,0.0004413406,0.02120348,0.7638424,0.0001024126,0.0004841944,0.1015631],"study_design_scores_gemma":[0.0003076647,0.06400294,0.2802514,0.0001267136,0.0003012829,0.001636436,0.0008292645,0.08242751,0.5667206,0.0001154042,0.003159019,0.000121823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928234,0.00008881363,0.006389394,0.00001631522,0.00001673447,0.0001123918,0.00006711086,0.00006877085,0.0004171242],"genre_scores_gemma":[0.9943777,0.00005024925,0.005037595,0.00001957758,0.000003384769,0.00004119369,0.0001139576,0.00001033708,0.0003459028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002085911,"threshold_uncertainty_score":0.006978095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119718427914942,"score_gpt":0.3387718265029219,"score_spread":0.3175746422237725,"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."}}