{"id":"W2024994352","doi":"10.1097/01.asw.0000399650.81995.6c","title":"Beds","year":2011,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Medicine; Competence (human resources); Support surface; Wound care; Health care; Continuing education; Decision support system; Nursing; Medical education; Artificial intelligence; Surgery; Computer science; Psychology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005851363,0.000748428,0.0005724704,0.001071649,0.002297746,0.002690226,0.001250618,0.001992952,0.8131412],"category_scores_gemma":[0.002686829,0.0003749664,0.0005319273,0.000730362,0.000408716,0.001770801,0.0033816,0.002095895,0.5781059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009201983,"about_ca_system_score_gemma":0.002145236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539388,"about_ca_topic_score_gemma":0.005382985,"domain_scores_codex":[0.9992321,0.0001351478,0.00006902676,0.0001475955,0.0002510708,0.0001650817],"domain_scores_gemma":[0.998394,0.0001446111,0.0000731514,0.0001617868,0.0005323317,0.0006941108],"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":[0.0001512469,0.0001511461,0.0009086266,0.0001880373,0.00000510599,0.0004258637,0.0001346955,0.0000667939,0.0004180802,0.003869543,0.8016952,0.1919858],"study_design_scores_gemma":[0.00002818672,0.00005709181,0.001024806,0.0001163131,0.000003240439,0.0003420459,0.0001864772,0.00008053063,0.000255063,0.001099647,0.9967974,0.000009325912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003666226,0.001615234,0.002885071,0.01047725,0.01097465,0.0005613377,0.005433814,0.003049122,0.9613373],"genre_scores_gemma":[0.01269311,0.001088745,0.002281358,0.003270119,0.001273032,0.0002072533,0.003075683,0.0003781642,0.9757324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8131412,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163843437156822,"score_gpt":0.4086921109037122,"score_spread":0.3670536765321439,"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."}}