{"id":"W4391224087","doi":"10.1177/09544119231219531","title":"Simulating whole-body vibration for neonatal patients on a tire-coupled road simulator","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Carleton University; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Whole body vibration; Vibration; Simulation; Noise (video); Degrees of freedom (physics and chemistry); Computer science; Engineering; Automotive engineering; Acoustics; Physics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174203,0.0002183128,0.0006431969,0.0005370216,0.00003275767,0.00001049826,0.0001929396,0.0001537679,0.000009450816],"category_scores_gemma":[0.0046935,0.0001506351,0.0001988314,0.0005738245,0.000059746,0.000292781,0.00002844424,0.0005265,7.753414e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148985,"about_ca_system_score_gemma":0.0001416239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004145277,"about_ca_topic_score_gemma":2.301523e-7,"domain_scores_codex":[0.997599,0.000007950648,0.001224489,0.0001858331,0.0007565024,0.0002262027],"domain_scores_gemma":[0.998366,0.0003858249,0.0004001971,0.0001031636,0.0005884703,0.0001563369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00239215,0.0006233147,0.001026688,0.009017681,0.0004560211,0.00001651476,0.001113215,0.7020144,0.2327072,0.04004876,0.001376,0.009208001],"study_design_scores_gemma":[0.004948882,0.003297598,0.00165501,0.01003858,0.0001638571,0.00002873017,0.00005732292,0.9534252,0.02500058,0.00008969272,0.001155401,0.0001391127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712439,0.0004619003,0.02315268,0.00220026,0.001793289,0.00103845,0.000008277993,0.00005802161,0.0000432505],"genre_scores_gemma":[0.9970469,0.00003086513,0.002230725,0.0001005418,0.0005235309,0.00001161722,0.000006645554,0.00003244014,0.00001670389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514108,"threshold_uncertainty_score":0.6142722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513978137819724,"score_gpt":0.2894600755170071,"score_spread":0.2743202941388099,"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."}}