{"id":"W2901459024","doi":"10.1093/geroni/igy031.3424","title":"COSTS ASSOCIATED WITH PRESSURE WOUNDS IN THE U.S. INPATIENT HOSPITAL POPULATION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Quartile; Medicaid; Propensity score matching; Population; Emergency medicine; Incidence (geometry); Health care; Internal medicine; Confidence interval; Environmental health","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":[0.001769161,0.0000887421,0.0001077815,0.0003563814,0.0002392924,0.00002102729,0.0001451816,0.00007742239,0.0001205433],"category_scores_gemma":[0.000273276,0.00006601644,0.000009462774,0.001611869,0.00002859176,0.0002297079,0.00006262163,0.0003565832,0.00002122415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837296,"about_ca_system_score_gemma":0.0000369388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005982975,"about_ca_topic_score_gemma":0.002243096,"domain_scores_codex":[0.998354,0.0004215171,0.0005210445,0.0001762408,0.0002832812,0.0002439658],"domain_scores_gemma":[0.9991423,0.0001140213,0.0003111074,0.0001921585,0.0002297811,0.00001061777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002059247,0.0001440928,0.9511271,0.0000380583,0.00002137422,0.000002249031,0.01169462,0.00004458503,0.00001515925,0.02909089,0.004613976,0.003187353],"study_design_scores_gemma":[0.0009505255,0.000057359,0.98013,0.0003318674,0.000008436721,9.179401e-8,0.001861264,0.0005378344,0.000004717325,0.00125417,0.01476839,0.00009536244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726985,0.00001567187,0.001510202,0.003449995,0.0006181601,0.001383867,0.000004124091,0.00007504999,0.02024448],"genre_scores_gemma":[0.9964851,0.000001219441,0.00008625091,0.002269601,0.000104325,0.0002001973,0.0001029831,0.00001076239,0.0007396156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02900292,"threshold_uncertainty_score":0.2692072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072651529062192,"score_gpt":0.3707459625660541,"score_spread":0.3400194472754322,"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."}}