{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491905,0.0002453673,0.0005154968,0.0001992493,0.0002362799,0.00002796583,0.0002403506,0.0002741365,0.0001871819],"category_scores_gemma":[0.003436652,0.0002428783,0.0002005439,0.0002155509,0.00009765363,0.0002853431,0.0002132953,0.0007644716,0.000314777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332366,"about_ca_system_score_gemma":0.0002114518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005049069,"about_ca_topic_score_gemma":0.0001909559,"domain_scores_codex":[0.9952074,0.002148649,0.0007279778,0.0005042246,0.0005536617,0.0008581321],"domain_scores_gemma":[0.9974411,0.0009166022,0.0001406756,0.0005143672,0.0005136562,0.0004735604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00016572,0.0004975126,0.7017142,0.00195027,0.0001604961,0.00003891443,0.01181779,0.0000572514,0.000005957062,0.005544452,0.251258,0.02678944],"study_design_scores_gemma":[0.003028768,0.0001364276,0.3811752,0.001036182,0.0007730311,1.782619e-7,0.03560631,0.0001561951,0.00004108053,0.002378933,0.5747281,0.0009395914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838494,0.003822816,0.0005872741,0.002907634,0.01788615,0.00476593,0.0007106194,0.0006904476,0.08477976],"genre_scores_gemma":[0.9960121,0.00003737168,0.0002029505,0.0013082,0.0003279217,0.0003108945,0.0002639388,0.00004791207,0.00148874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234701,"threshold_uncertainty_score":0.9904288,"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."}}