{"id":"W4315754375","doi":"10.1002/jbm.b.35220","title":"Combining <scp>povidone‐iodine</scp> with vancomycin can be beneficial in reducing early biofilm formation of <scp>methicillin‐resistant</scp><i>Staphylococcus aureus</i> and <scp>methicillin‐sensitive</scp><i>S. aureus</i> on titanium surface","year":2023,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Vancomycin; Staphylococcus aureus; Biofilm; Microbiology; Antibiotics; Methicillin-resistant Staphylococcus aureus; Antiseptic; Chemistry; Medicine; Bacteria; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01165518,0.0008018319,0.00236218,0.002337541,0.0005711342,0.0003929491,0.0003736417,0.0009916207,0.00003435547],"category_scores_gemma":[0.003025411,0.0006011169,0.0002231822,0.002738173,0.001206913,0.0003461116,0.0003611951,0.0008420485,0.00007707073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215321,"about_ca_system_score_gemma":0.0008378445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006925718,"about_ca_topic_score_gemma":0.00008445103,"domain_scores_codex":[0.9897889,0.001305946,0.003001245,0.0008918617,0.00323956,0.001772435],"domain_scores_gemma":[0.9918091,0.003777724,0.001576236,0.0006731167,0.001180428,0.0009834372],"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":[0.000743938,0.0008691469,0.0006379675,0.001064439,0.0004566027,0.0007357566,0.002033583,0.00003576021,0.9877559,0.0002795287,0.005080173,0.0003072244],"study_design_scores_gemma":[0.007999133,0.00476502,0.006642556,0.002093211,0.0002652581,0.0001078789,0.003049309,0.00002875923,0.9670013,0.000303388,0.007609091,0.0001350487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938325,0.0001452942,0.00006341955,0.0007438111,0.001306362,0.001873569,0.001220117,0.0001348442,0.000680114],"genre_scores_gemma":[0.9954417,0.001192862,0.001201849,0.0002051056,0.001116447,0.00009399197,0.0004052529,0.0001445771,0.0001981536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02075453,"threshold_uncertainty_score":0.999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437241401404267,"score_gpt":0.3187889822244701,"score_spread":0.2744165682104274,"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."}}