{"id":"W4400524713","doi":"10.1097/jtn.0000000000000797","title":"Nurse-Sensitive Indicators as Predictors of Trauma Patient Discharge Disposition","year":2024,"lang":"en","type":"article","venue":"Journal of Trauma Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Medicine; Disposition; Trauma center; Bloodstream infection; Emergency medicine; Urinary system; Nursing care; Affect (linguistics); Central line; Intensive care medicine; Nursing; Retrospective cohort study; Internal medicine; Psychology","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":[0.0007409632,0.0001578564,0.0003514718,0.0006120579,0.0002172872,0.00002176014,0.000140581,0.0001319532,0.0003076925],"category_scores_gemma":[0.00005831416,0.0001269006,0.000272211,0.0003246829,0.00008592907,0.0003748857,0.00001975177,0.0006638226,0.00003830772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910888,"about_ca_system_score_gemma":0.0001215205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488512,"about_ca_topic_score_gemma":0.00000569256,"domain_scores_codex":[0.9974672,0.0004775277,0.001023533,0.0001721637,0.0005518117,0.0003077579],"domain_scores_gemma":[0.9987004,0.0001762962,0.000645171,0.0001504065,0.0001387456,0.0001889258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00104055,0.001825337,0.004989357,0.001549458,0.001429449,0.0002412903,0.1181583,0.0001085643,0.004774097,0.02792704,0.07815749,0.759799],"study_design_scores_gemma":[0.006813748,0.005104782,0.5789366,0.05322859,0.0037982,0.000331403,0.1260609,0.001021275,0.02716968,0.01527679,0.1809485,0.001309532],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481962,0.000975486,0.004417222,0.003103558,0.007001307,0.0007126638,0.00004144438,0.00006885926,0.03548322],"genre_scores_gemma":[0.9984286,0.00003762277,0.0003026688,0.0001783863,0.0004354072,0.000007630677,0.000009983279,0.00002929046,0.0005703911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7584895,"threshold_uncertainty_score":0.5174857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973359783258541,"score_gpt":0.3747712555926523,"score_spread":0.3550376577600669,"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."}}