{"id":"W2406284018","doi":"10.1007/978-1-60761-594-1_22","title":"Ex Vivo Skin Infection Model","year":2009,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"IDELIX Software (Canada)","funders":"","keywords":"Antibiotics; Antimicrobial; Ex vivo; Skin infection; Antimicrobial peptides; Microbiology; Biology; Human skin; In vivo; Bacteria; Biotechnology; Staphylococcus aureus","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":[0.0002693012,0.000163195,0.0001727296,0.00006973546,0.00002695085,0.000009878932,0.0001311844,0.0003642923,0.00001443382],"category_scores_gemma":[0.0001480953,0.0001487944,0.0000902749,0.000145825,0.00005759117,0.00000290634,0.0000558491,0.000103587,0.000002151402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001584274,"about_ca_system_score_gemma":0.00002186914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001007432,"about_ca_topic_score_gemma":0.000003366135,"domain_scores_codex":[0.9988154,0.0002710981,0.0002304428,0.0003925732,0.00004289511,0.0002475998],"domain_scores_gemma":[0.9995821,0.000007935909,0.00006372634,0.0002525419,0.0000410041,0.00005273733],"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":[0.00003648809,0.00002383154,0.000463175,0.000003408645,0.000007466523,0.000001225928,0.0000106612,0.0001832124,0.9731956,0.001156628,0.00003306761,0.0248853],"study_design_scores_gemma":[0.000263878,0.0001828414,0.001799732,0.000003845812,0.000006043291,0.00001179459,0.000001465328,0.002227555,0.9803206,0.01261066,0.002378344,0.0001932215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3916893,0.0001275818,0.6070616,0.0001433819,0.00007989415,0.00008715771,0.000004015947,0.00001235709,0.000794737],"genre_scores_gemma":[0.5976282,0.0001011399,0.4003991,0.001411634,0.0001030679,0.00001078859,0.0001560132,0.00001329659,0.0001766987],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2066625,"threshold_uncertainty_score":0.6067657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325328810275983,"score_gpt":0.3586788325327928,"score_spread":0.3454255444300329,"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."}}