{"id":"W2321490866","doi":"10.1097/01.asw.0000457520.49156.e7","title":"Pilot Study Compares Scores of the Resident Assessment Instrument Minimum Data Set Version 2.0 (MDS 2.0) Pressure Ulcer Risk Scale with the Braden Pressure Ulcer Risk Assessment for Patients in Complex Continuing Care","year":2014,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"Medicine; Minimum Data Set; Risk assessment; Risk management tools; Scale (ratio); Workload; Emergency medicine; Receiver operating characteristic; Cutoff; Physical therapy; Internal medicine; Nursing; Nursing homes","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001739167,0.0004632681,0.0007433402,0.000164889,0.0009876746,0.00007466194,0.001866699,0.00009819199,0.0001162763],"category_scores_gemma":[0.0001651819,0.0002932159,0.0001013258,0.0003597667,0.0002170081,0.0006360633,0.001960294,0.00101695,0.000002865779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994708,"about_ca_system_score_gemma":0.0001728181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669674,"about_ca_topic_score_gemma":0.08833139,"domain_scores_codex":[0.992456,0.003496292,0.001092672,0.0009943058,0.001270629,0.0006901474],"domain_scores_gemma":[0.9950506,0.0009360741,0.001290751,0.002112652,0.000509845,0.0001000806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006025207,0.0006291833,0.9607267,0.001217128,0.0002098579,8.675621e-7,0.02104511,0.006248728,0.000004134657,0.0001385126,0.005140955,0.004036303],"study_design_scores_gemma":[0.006820571,0.001148267,0.7701099,0.0007887079,0.0005665934,1.325991e-7,0.09885998,0.001331632,0.000007552776,0.0001454652,0.1199178,0.0003033463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731823,0.00223625,0.001293376,0.0004084115,0.001450597,0.01580513,0.002514223,0.00006990491,0.003039799],"genre_scores_gemma":[0.9963511,0.0002592971,0.0009821787,0.0001155352,0.0001266635,0.001212614,0.0005984086,0.0000549309,0.0002992747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906168,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123220204052839,"score_gpt":0.388987942348572,"score_spread":0.3577557403080436,"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."}}