{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610185,0.0003282314,0.0003653914,0.0001806612,0.0001266754,0.0002893324,0.0003035676,0.0004208573,0.0005655764],"category_scores_gemma":[0.0002673464,0.0001647195,0.0004373248,0.0001184474,0.0002073225,0.000199744,0.0001760366,0.0004697693,0.0001220763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764464,"about_ca_system_score_gemma":0.0003715203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530225,"about_ca_topic_score_gemma":0.002589143,"domain_scores_codex":[0.999809,0.00002947908,0.00001886078,0.00003485516,0.00005416739,0.00005373392],"domain_scores_gemma":[0.999877,0.00002862213,0.00004141835,0.000009419179,0.00001656511,0.00002702572],"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":[0.0003899339,0.0001092388,0.0002315589,0.00008821928,0.000008638332,0.00005192365,0.000013693,0.00004897137,0.9960328,0.00001086293,0.00002897398,0.00298517],"study_design_scores_gemma":[0.00005283342,0.009710656,0.009231992,0.00002515502,0.00008836885,0.0003285356,0.00006354634,0.0005327769,0.9786114,0.00002290662,0.001320074,0.00001184622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965606,0.002034502,0.0008267148,0.00007997445,0.00003009448,0.00002735533,0.00003013454,0.00002192414,0.0003886199],"genre_scores_gemma":[0.9952552,0.001625263,0.002344982,0.00005872072,0.0000226371,0.00002510564,0.0000743567,0.000008853057,0.0005847759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530225,"threshold_uncertainty_score":0.003042638,"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."}}