{"id":"W2090068495","doi":"10.1016/j.injury.2008.06.035","title":"Quantifying the amount of padding improves the comfort and function of a fibreglass below-elbow cast","year":2008,"lang":"en","type":"article","venue":"Injury","topic":"Bone fractures and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Padding; Function (biology); Elbow; Engineering; Computer science; Medicine; Biology; Anatomy; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009381567,0.00007322287,0.0001545067,0.00002438843,0.0001126885,0.000003981828,0.00003543157,0.00004149806,0.00001054781],"category_scores_gemma":[0.00002921788,0.00003466001,0.00005154193,0.00007166486,0.0001384616,0.00003842024,0.00002951415,0.00009961054,0.000001065064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001281289,"about_ca_system_score_gemma":0.00002971718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003611513,"about_ca_topic_score_gemma":0.00003413904,"domain_scores_codex":[0.9995048,0.00001713429,0.0001539865,0.00008841768,0.000145031,0.00009063385],"domain_scores_gemma":[0.9995329,0.0001084714,0.0001040664,0.000195257,0.00003675222,0.00002254025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002329273,0.0005911574,0.5962762,0.0003774431,0.001175376,0.00006220608,0.005328965,0.00001165616,0.1721089,0.0007842054,0.01705674,0.2038978],"study_design_scores_gemma":[0.001015413,0.0008522316,0.9607576,0.0001655835,0.0002765575,0.0001019278,0.0005120091,0.0002933425,0.02423375,0.00008178177,0.01163153,0.00007824105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981987,0.000700006,0.0000281365,0.0003124922,0.0003200104,0.0001832563,0.00001168125,0.000008657124,0.000236999],"genre_scores_gemma":[0.9994147,0.00009673354,0.00004832538,0.000109003,0.0001604045,0.000006829272,0.00000507461,0.000008387085,0.0001505377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3644814,"threshold_uncertainty_score":0.1413394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106913734729389,"score_gpt":0.2891492258164259,"score_spread":0.258080088469132,"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."}}