{"id":"W2403361896","doi":"10.4037/ccn2015434","title":"Against All Odds: Preventing Pressure Ulcers in High-Risk Cardiac Surgery Patients","year":2015,"lang":"en","type":"article","venue":"Critical Care Nurse","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"Virginia Commonwealth University","keywords":"Medicine; Odds; Odds ratio; Cardiac surgery; Surgery; Intensive care medicine; Internal medicine; Cardiology; Logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007052073,0.0003148747,0.0002864482,0.000541132,0.001198929,0.001098884,0.0005379012,0.0007348274,0.006441883],"category_scores_gemma":[0.005604673,0.0001323236,0.0004530419,0.0003815122,0.0001505376,0.0006286959,0.0010643,0.001661404,0.0009486045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663444,"about_ca_system_score_gemma":0.00238127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005867499,"about_ca_topic_score_gemma":0.01526969,"domain_scores_codex":[0.9993079,0.0003026037,0.00004429608,0.00004487357,0.0001397115,0.000160593],"domain_scores_gemma":[0.9980071,0.0001954139,0.0002846975,0.00003138482,0.000237138,0.001244304],"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":[0.0007682157,0.006168001,0.232733,0.0008089013,0.0002996699,0.0004107851,0.0007062848,0.0001463186,0.0005799289,0.0007355464,0.107097,0.6495464],"study_design_scores_gemma":[0.001076321,0.007570098,0.8770956,0.004963486,0.0006415177,0.001693056,0.006942553,0.001275934,0.0008412069,0.002233395,0.09557814,0.00008872566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.793917,0.02908499,0.001785076,0.08533864,0.003265601,0.0007849695,0.0007369303,0.0003256113,0.08476115],"genre_scores_gemma":[0.9444802,0.01784619,0.006612147,0.01864615,0.001947252,0.0004227988,0.0005369584,0.0000366948,0.009471618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006441883,"threshold_uncertainty_score":0.0215503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05398488758076021,"score_gpt":0.3934486179612732,"score_spread":0.339463730380513,"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."}}