{"id":"W3083563679","doi":"10.2196/21621","title":"Clinical Decision Support Systems for Pressure Ulcer Management: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Centro de Investigação em Tecnologias e Serviços de Saúde","keywords":"CINAHL; Clinical decision support system; MEDLINE; Medicine; Systematic review; Decision support system; Health care; Evidence-based medicine; Decision aids; Scopus; Nursing; Alternative medicine; Computer science; Psychological intervention; Data mining; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009786248,0.000795912,0.007113405,0.0002640267,0.0003800727,0.00006101179,0.001991669,0.001477668,0.001635829],"category_scores_gemma":[0.001827743,0.0005307664,0.001665235,0.0005068062,0.00009056643,0.0002683843,0.001419008,0.002201009,0.004799159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480995,"about_ca_system_score_gemma":0.0007959496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000154461,"about_ca_topic_score_gemma":0.000001336538,"domain_scores_codex":[0.9838521,0.001991051,0.01065018,0.0004761233,0.002144896,0.0008856603],"domain_scores_gemma":[0.9899629,0.002871896,0.004281263,0.001557294,0.000279271,0.00104742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004801674,0.00004587168,1.340613e-7,0.5257078,0.0008347193,0.00001217141,0.0001001892,4.437511e-8,1.19436e-11,0.002460076,0.3174133,0.1534209],"study_design_scores_gemma":[0.0005140359,0.00004546834,1.054555e-7,0.4614799,0.006607486,0.000008520675,0.0002289503,0.0002988122,1.037958e-10,0.00002718544,0.5305285,0.0002609433],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.92818e-9,0.9089462,0.02068993,0.0001536777,0.003416282,0.04650755,0.0002085503,0.0003494515,0.01972831],"genre_scores_gemma":[7.442185e-8,0.9562972,0.001312787,0.006164524,0.0006719104,0.02044763,0.0007134827,0.0001050198,0.0142874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2131152,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111410534154145,"score_gpt":0.5224720800663187,"score_spread":0.4110615459121737,"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."}}