{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222495,0.001599671,0.007236699,0.008681228,0.0007965071,0.002886216,0.001975321,0.00211848,0.006155439],"category_scores_gemma":[0.0622732,0.000876684,0.007740415,0.0107296,0.0009817353,0.002806936,0.001460985,0.001660204,0.0003753677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005373015,"about_ca_system_score_gemma":0.01625766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007141883,"about_ca_topic_score_gemma":0.01367748,"domain_scores_codex":[0.9863254,0.006463222,0.003772825,0.000610936,0.002500501,0.000326965],"domain_scores_gemma":[0.9403555,0.04662855,0.007988925,0.0005760232,0.003969579,0.000481385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000164362,0.00002360162,0.000333632,0.9646012,0.004213321,0.00004209636,0.0001402681,0.0001051288,0.00004626379,0.0001364261,0.0008623052,0.02933139],"study_design_scores_gemma":[0.0003295222,0.0002655433,0.001877549,0.949968,0.03554073,0.0001916226,0.0002341665,0.0001783109,0.0001375961,0.0002591808,0.01098616,0.00003151978],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000909287,0.9975496,0.0001712164,0.0002216328,0.00009765679,0.0005839253,0.0001836008,0.00001118919,0.000271961],"genre_scores_gemma":[0.01707119,0.9799543,0.001083946,0.0004002354,0.0000987476,0.001117191,0.0001677299,0.000005450425,0.0001011855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01222495,"threshold_uncertainty_score":0.0646525,"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."}}