{"id":"W4382049669","doi":"10.1111/pde.15383","title":"Characterization of wound microbes in epidermolysis bullosa: A focus on <i>Pseudomonas aeruginosa</i>","year":2023,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"Pediatric Dermatology Research Alliance; National Center for Advancing Translational Sciences; National Institutes of Health; Irving Medical Center, Columbia University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Georgia Clinical and Translational Science Alliance","keywords":"Pseudomonas aeruginosa; Epidermolysis bullosa; Medicine; Staphylococcus aureus; Wound care; Microbiology; Population; Dermatology; Bacteria; Intensive care medicine; Biology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000214202,0.0001556205,0.0002846601,0.0003741872,0.00004323525,0.000006848579,0.0002339771,0.0003037802,0.00002539036],"category_scores_gemma":[0.0001440863,0.0001520672,0.00009887492,0.0006214077,0.00009812898,0.00000306559,0.0001396022,0.0001381017,0.0001363285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000925218,"about_ca_system_score_gemma":0.00007923089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002097533,"about_ca_topic_score_gemma":0.00001493156,"domain_scores_codex":[0.9985385,0.0002149582,0.0003530996,0.0003820904,0.0001107076,0.0004006309],"domain_scores_gemma":[0.9993854,0.00007485597,0.0001131809,0.0003101181,0.00005688174,0.00005960355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000115798,0.0001244681,0.107319,0.00005575958,0.00003251645,0.0004221831,0.00004716071,0.00000564607,0.8896371,0.0001444612,0.001157116,0.0009388258],"study_design_scores_gemma":[0.001572356,0.0002393593,0.04402268,0.000008616472,0.00004176441,0.001297044,0.00005622717,0.00007294612,0.9485614,0.000396844,0.003363581,0.000367224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977739,0.0004582884,0.000102262,0.0007620774,0.0001530242,0.0002041992,0.00002723917,0.00002162285,0.0004974247],"genre_scores_gemma":[0.996457,0.002461066,0.00003157376,0.00008138489,0.0001603643,0.00005211684,0.0004779331,0.00002024693,0.0002582657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06329631,"threshold_uncertainty_score":0.620112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043376897758156,"score_gpt":0.2517034427027994,"score_spread":0.2412696737252178,"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."}}