{"id":"W2127037395","doi":"","title":"Using faecal collectors to reduce wound contamination","year":2010,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Observational study; Health care; Data collection; Wound care; Intervention (counseling); Intensive care medicine; Environmental health; Nursing; Pathology","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":[0.0025916,0.0006572407,0.0006732675,0.001529298,0.001254115,0.0008498544,0.0008643438,0.0007569538,0.005547318],"category_scores_gemma":[0.01011066,0.0002808553,0.0006326627,0.0005630984,0.000463171,0.0008538288,0.001296461,0.0006609329,0.001490963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893559,"about_ca_system_score_gemma":0.001106403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029463,"about_ca_topic_score_gemma":0.001453184,"domain_scores_codex":[0.9982191,0.0009248728,0.0001427505,0.0001336507,0.0004093771,0.000170212],"domain_scores_gemma":[0.9970594,0.001158577,0.0006901592,0.0002958616,0.0004762654,0.0003196028],"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":[0.001426491,0.005381433,0.1170962,0.003181767,0.0003279813,0.002038408,0.004986593,0.0004214276,0.01472566,0.0005569518,0.01502816,0.8348289],"study_design_scores_gemma":[0.00182887,0.06147776,0.5904275,0.00760895,0.001362385,0.02187861,0.01826993,0.003596312,0.05223379,0.003175751,0.2377021,0.0004380565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235433,0.02081067,0.02443725,0.00754181,0.001428771,0.001684736,0.0002230549,0.001224999,0.01910528],"genre_scores_gemma":[0.9296916,0.01257664,0.0443924,0.00228146,0.0007931028,0.0004565505,0.0002138344,0.00009122008,0.009503298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005547318,"threshold_uncertainty_score":0.01855761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2167255413756525,"score_gpt":0.4782046564315901,"score_spread":0.2614791150559376,"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."}}