{"id":"W1995079442","doi":"10.1115/1.2979867","title":"The Force Attenuation Provided by Hip Protectors Depends on Impact Velocity, Pelvic Size, and Soft Tissue Stiffness","year":2008,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Attenuation; Soft tissue; Stiffness; Materials science; Mechanics; Biomedical engineering; Physics; Medicine; Composite material; Surgery; Optics","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":[0.000658642,0.0001412031,0.0002953961,0.0001224064,0.0001530367,0.00002995502,0.0001038323,0.0001196439,0.00001440791],"category_scores_gemma":[0.001256025,0.00008562578,0.00008246493,0.0002715088,0.00002755545,0.00009713579,0.00003452359,0.0005710931,0.0000039796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803896,"about_ca_system_score_gemma":0.0001962351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002644223,"about_ca_topic_score_gemma":0.000001552547,"domain_scores_codex":[0.9984774,0.00003570554,0.0004289069,0.0001270509,0.0005819826,0.0003489737],"domain_scores_gemma":[0.9986988,0.0004305328,0.0001473539,0.0001342109,0.000169151,0.0004199066],"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":[0.001120135,0.0001340766,0.0001568572,0.0002549175,0.00008935831,0.0001181279,0.0001215901,0.00009064359,0.9217899,0.00003621332,0.0008076295,0.07528057],"study_design_scores_gemma":[0.02354537,0.02341815,0.158599,0.002160548,0.0002915947,0.01114457,0.0003174598,0.09418458,0.6661579,0.0003972336,0.01841523,0.001368318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930729,0.0007280017,0.003454669,0.002111377,0.0001460914,0.0004498541,0.000004186455,0.00002379176,0.000009170391],"genre_scores_gemma":[0.9989913,0.000233932,0.0003306045,0.00007616926,0.0001846855,0.00001126981,0.000001869499,0.00002558355,0.000144597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255632,"threshold_uncertainty_score":0.3491718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770354252533521,"score_gpt":0.3037808161785204,"score_spread":0.2860772736531852,"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."}}