{"id":"W4244861422","doi":"10.12968/bjon.2012.21.sup20.s4","title":"Reducing avoidable pressure ulcers: an online clinical ordering system","year":2012,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Excellence; Population ageing; Health care; Harm; Intensive care medicine; Medical emergency; Patient safety; Nursing; Population; Environmental health; Psychology; Political science","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":[0.004446059,0.0001211266,0.0004313593,0.0001201355,0.0006228238,0.00005245278,0.0002731463,0.0001734873,0.0002587166],"category_scores_gemma":[0.0003082592,0.0001362454,0.0001614465,0.0001328959,0.00004758798,0.0009833324,0.00006800028,0.001127363,0.00002153627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814846,"about_ca_system_score_gemma":0.0001324165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257422,"about_ca_topic_score_gemma":0.00002831065,"domain_scores_codex":[0.9960803,0.001471625,0.001340863,0.0001635755,0.0003617497,0.0005819361],"domain_scores_gemma":[0.9980259,0.0001659875,0.0008792903,0.0002086392,0.0002893071,0.0004309079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003267869,0.00352577,0.01960963,0.001658982,0.0006328661,0.0002399053,0.007875756,0.0006177464,0.0004304002,0.00144662,0.1381183,0.8255172],"study_design_scores_gemma":[0.007618482,0.0005917069,0.4157964,0.05202184,0.001711949,0.003629186,0.07059272,0.003334478,0.00004897166,0.0003424193,0.4434139,0.0008979175],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8554193,0.02604299,0.03806905,0.001605447,0.03159677,0.001962972,0.00005404369,0.0004068358,0.04484257],"genre_scores_gemma":[0.9862566,0.0002153369,0.007466844,0.0002615112,0.003879554,0.000004955593,0.000007001934,0.0000384527,0.001869748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8246193,"threshold_uncertainty_score":0.5555927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790529302106022,"score_gpt":0.4752679008248495,"score_spread":0.2962149706142474,"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."}}