{"id":"W2892046566","doi":"10.1007/s00592-018-1223-y","title":"Negative pressure wound therapy in the treatment of diabetic foot ulcers may be mediated through differential gene expression","year":2018,"lang":"en","type":"article","venue":"Acta Diabetologica","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 Research Potential of Convergence Regions; Narodowe Centrum Nauki; University of Toronto; European Commission","keywords":"Diabetic foot; Negative-pressure wound therapy; Diabetes mellitus; Medicine; Genetic enhancement; Gene expression; Wound healing; Differential (mechanical device); Bioinformatics; Internal medicine; Gene; Endocrinology; Surgery; Biology; Pathology; Genetics; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009562427,0.0002727568,0.0005621987,0.0000646689,0.0001440427,0.00001780236,0.0001663538,0.0002017399,0.0004022616],"category_scores_gemma":[0.00007673144,0.000134903,0.0001264895,0.0002142282,0.0003412919,0.00005710339,0.00002027543,0.0001286202,0.00001361667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006874232,"about_ca_system_score_gemma":0.00005520441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002252791,"about_ca_topic_score_gemma":0.00002911993,"domain_scores_codex":[0.9983488,0.0002607431,0.0003188406,0.0003660673,0.0003121883,0.0003933017],"domain_scores_gemma":[0.998673,0.0005285743,0.0001573566,0.0004886865,0.00007936063,0.00007308143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004313548,0.01857845,0.6457977,0.0001445751,0.002472105,0.0001868341,0.06250338,0.00000370668,0.250608,0.0002122933,0.003789835,0.01138962],"study_design_scores_gemma":[0.01230138,0.01552716,0.6227388,0.0001542273,0.0004939756,0.0000120534,0.0009850919,0.0000540411,0.3314071,0.001227768,0.01476569,0.0003327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944555,0.0007671498,0.000005073763,0.002041531,0.0001682903,0.0009972474,0.00004725923,0.00004589161,0.001472126],"genre_scores_gemma":[0.9973862,0.001186275,0.0003477485,0.0004233777,0.0001700869,0.0001837139,0.0001137743,0.00001918473,0.000169649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08079913,"threshold_uncertainty_score":0.5501186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297116271111618,"score_gpt":0.3225044715301931,"score_spread":0.2695333088190769,"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."}}