{"id":"W4313328793","doi":"10.3390/antibiotics12010055","title":"Antibacterial and Antibiofilm Activity of Nanostructured Copper Films Prepared by Ionized Jet Deposition","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dell'Economia e delle Finanze; Ministero della Salute","keywords":"Biofilm; Copper; Materials science; Metal; Antibacterial activity; Deposition (geology); Bacterial growth; Chemical engineering; Nanotechnology; Metallurgy; Bacteria; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001915097,0.0001646191,0.0004198127,0.00009943678,0.0002607704,0.0000180215,0.00005968042,0.0001253104,0.0002342557],"category_scores_gemma":[0.0001190438,0.000160708,0.00008124489,0.0002126308,0.0001018481,0.00008287332,0.00009879468,0.000261612,0.000001847248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006554872,"about_ca_system_score_gemma":0.0001232886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002151898,"about_ca_topic_score_gemma":0.00001209934,"domain_scores_codex":[0.998665,0.0001794857,0.0003076517,0.0003010029,0.0003041337,0.0002426744],"domain_scores_gemma":[0.999171,0.00006616789,0.0002152098,0.0002910292,0.0001565323,0.0001000178],"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":[0.001068358,0.0001737928,0.06068481,0.0002019165,0.00007607267,0.00001987885,0.0001527286,0.000004188155,0.9316834,0.00005519159,0.004226486,0.001653218],"study_design_scores_gemma":[0.004557266,0.001486237,0.1052859,0.00006440628,0.000165705,0.0004760579,0.0001584996,0.001743317,0.8843145,0.00001885192,0.001474608,0.0002546687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967527,0.0001465166,0.00007507974,0.0005454424,0.001029864,0.0006084051,0.0004473696,0.00007174616,0.0003229145],"genre_scores_gemma":[0.9983535,0.000079735,0.0007981092,0.0003154473,0.00008854594,7.370688e-7,0.0002080647,0.00002802998,0.0001278109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04736889,"threshold_uncertainty_score":0.6553481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009867973517974676,"score_gpt":0.2674828972838704,"score_spread":0.2576149237658957,"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."}}