{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629333,0.0003353498,0.0002900248,0.0002387636,0.000115399,0.0003229407,0.0003493736,0.0003604067,0.0003748671],"category_scores_gemma":[0.0003243208,0.0001937201,0.0001830033,0.0001844436,0.000231953,0.0001832093,0.0002004232,0.0002907329,0.00007967985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293422,"about_ca_system_score_gemma":0.0001168995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006967361,"about_ca_topic_score_gemma":0.001183518,"domain_scores_codex":[0.999816,0.00001702311,0.00001363516,0.00004333939,0.00008241958,0.0000275577],"domain_scores_gemma":[0.9998668,0.00002950914,0.00004102623,0.00001155003,0.00004022254,0.00001092993],"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":[0.00001138353,0.000003538851,0.00006613623,0.00003816859,0.000002110971,0.00002276781,0.000009573742,0.00002225707,0.9990923,0.00001350788,0.00001100927,0.000707162],"study_design_scores_gemma":[0.000004831642,0.0001168337,0.001417624,0.000004892542,0.000009263444,0.00006982189,0.00001605733,0.0004044271,0.997377,0.000007192113,0.0005674951,0.00000452123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920739,0.002723635,0.004118314,0.00003558291,0.00004436481,0.00002897061,0.00006185497,0.00004619299,0.0008672054],"genre_scores_gemma":[0.9910322,0.001305462,0.006538538,0.00003070976,0.00001297048,0.00002596073,0.00008731092,0.0000176116,0.0009491002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006967361,"threshold_uncertainty_score":0.001664042,"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."}}