{"id":"W2166874251","doi":"10.1016/j.medengphy.2012.04.006","title":"Characterization of the protective capacity of flooring systems using force-deflection profiling","year":2012,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deflection (physics); Environmental science; Medicine; Engineering; Physical medicine and rehabilitation","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":[0.0006197555,0.00009499476,0.0002123716,0.00002749638,0.000123209,0.000001824492,0.00009379839,0.0001522327,0.000001889275],"category_scores_gemma":[0.0002078902,0.00007373203,0.00006250734,0.000250376,0.00003002884,0.0001654494,0.0000513068,0.0004368075,0.000001788993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107499,"about_ca_system_score_gemma":0.00007785533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173524,"about_ca_topic_score_gemma":0.00000114927,"domain_scores_codex":[0.9987928,0.0001310528,0.0003804607,0.0000905464,0.0003450281,0.0002600933],"domain_scores_gemma":[0.9993342,0.00006364354,0.0002765981,0.0001514729,0.0001054252,0.00006862949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006570946,0.00009670517,0.007559167,0.001264984,0.00002723352,3.839958e-8,0.001104305,0.0003693026,0.986106,0.003090096,7.772456e-7,0.0003748632],"study_design_scores_gemma":[0.001280742,0.00006824532,0.3031586,0.005933491,0.0001356352,0.000004838591,0.0005060732,0.610922,0.07714763,0.0002906205,0.0001724578,0.0003795708],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8011844,0.0000213709,0.1966812,0.000007842448,0.001454435,0.0005439686,0.00000586337,0.00004022455,0.00006076042],"genre_scores_gemma":[0.9986593,0.000005260558,0.0003125769,0.000007997372,0.0009004379,0.00006502125,0.000006804143,0.0000197223,0.00002285582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9089583,"threshold_uncertainty_score":0.3006705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465849840777502,"score_gpt":0.3100910263209222,"score_spread":0.2754325279131472,"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."}}