{"id":"W4405184229","doi":"10.56885/zdje4034","title":"A Pressure Injury Prevention (PIP) Quality Improvement Pilot Of Sub-Epidermal Moisture Scanning In Acute Care","year":2024,"lang":"en","type":"article","venue":"Wound Care Canada","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pressure injury; Medicine; Psychological intervention; Inclusion and exclusion criteria; Acute care; Physical therapy; Health care; Nursing; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240121,0.0002344207,0.0003781285,0.0001512455,0.0002277553,0.00002480728,0.0002588566,0.0001331184,0.0003969828],"category_scores_gemma":[0.00003953597,0.000229537,0.0001047164,0.0003096587,0.00003021607,0.0001608712,0.0002605709,0.0006255254,0.000006405972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013006,"about_ca_system_score_gemma":0.002113527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.560128,"about_ca_topic_score_gemma":0.9053578,"domain_scores_codex":[0.9970994,0.0005219209,0.000823582,0.0004763915,0.0005661763,0.0005125201],"domain_scores_gemma":[0.9988343,0.00009629261,0.0002163058,0.0004650222,0.0002462612,0.0001417813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001128007,0.0003877265,0.0486434,0.06081848,0.003389598,0.000471864,0.0749298,0.0006187275,0.01106526,0.030124,0.5571293,0.2112939],"study_design_scores_gemma":[0.001808216,0.0004950434,0.1157824,0.002279893,0.0006290775,0.000001326216,0.06548523,0.0000768233,0.001068656,0.0004561912,0.8111913,0.0007258781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221272,0.02702301,0.001019207,0.001958545,0.009318201,0.006781324,0.001402264,0.0003115632,0.03005872],"genre_scores_gemma":[0.9900635,0.00004580737,0.00005523032,0.0006731612,0.0001542659,0.0004702233,0.0001913507,0.00003307987,0.008313317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3452298,"threshold_uncertainty_score":0.9360247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494286169743825,"score_gpt":0.3792810926879572,"score_spread":0.354338230990519,"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."}}