{"id":"W4391945465","doi":"10.1016/j.jtv.2024.02.008","title":"Enhancing prone positioning and skin damage prevention education: A randomized controlled non-inferiority trial comparing a digital education hub (PRONEtect) and a traditional lecture on final-year nursing participants’ confidence and knowledge","year":2024,"lang":"en","type":"article","venue":"Journal of Tissue Viability","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health; Continental (Canada)","funders":"","keywords":"Medicine; Prone position; Randomized controlled trial; Acute respiratory distress; Incidence (geometry); Confidence interval; Intensive care medicine; Nursing; Surgery; Internal medicine; Lung","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":[0.003872521,0.0001778752,0.0008217691,0.0002170262,0.0003819075,0.0002025348,0.00006550569,0.0001102115,0.00008770885],"category_scores_gemma":[0.001036926,0.0001444673,0.0001237969,0.0001264885,0.0001478497,0.0005540298,0.00004554204,0.0005485219,0.00000424006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999059,"about_ca_system_score_gemma":0.001042919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002513735,"about_ca_topic_score_gemma":0.00004349515,"domain_scores_codex":[0.9971179,0.001097882,0.001030876,0.0002895994,0.0002445051,0.0002192492],"domain_scores_gemma":[0.9978366,0.001147106,0.0004733082,0.0001316361,0.0002360427,0.0001753399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6611975,0.008109267,0.002560358,0.01146936,0.001744006,0.0000171235,0.05673418,0.00005797488,0.006048302,0.03954946,0.002697907,0.2098146],"study_design_scores_gemma":[0.7588371,0.002771904,0.06945676,0.01826483,0.002636874,0.0001217779,0.007984552,0.00881988,0.0007853358,0.1268467,0.002585098,0.0008891883],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719716,0.001569399,0.01563493,0.001376043,0.00155082,0.005677375,0.000005357254,0.00003165086,0.002182853],"genre_scores_gemma":[0.9976443,0.00004312338,0.0007788484,0.00004889235,0.0006367514,0.0003260204,0.000008995941,0.00001199406,0.0005010661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089254,"threshold_uncertainty_score":0.5891204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285552250244147,"score_gpt":0.4204064445066732,"score_spread":0.3675509220042317,"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."}}