{"id":"W2300560342","doi":"10.1007/s10856-015-5620-2","title":"Antibacterial properties of poly (octanediol citrate)/gallium-containing bioglass composite scaffolds","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Medicine","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bioactive glass; Antimicrobial; Composite number; Antibacterial activity; Chemistry; Gallium; Nuclear chemistry; Scaffold; Staphylococcus aureus; Controlled release; Bacteria; Materials science; Chemical engineering; Biomedical engineering; Nanotechnology; Organic chemistry; Composite material; Biology; Medicine","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":[0.007142448,0.0004280477,0.001687805,0.0009756842,0.00005211974,0.0001884566,0.0009815081,0.0001691938,0.0001642517],"category_scores_gemma":[0.0004858606,0.0003255635,0.00004712803,0.0006433764,0.0007227585,0.0009246358,0.0001377065,0.0001077561,0.00001578573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061982,"about_ca_system_score_gemma":0.0002786639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155127,"about_ca_topic_score_gemma":0.00000233303,"domain_scores_codex":[0.9953297,0.0002003837,0.002412598,0.0002756735,0.001105812,0.0006758735],"domain_scores_gemma":[0.9980299,0.00004627218,0.0007328911,0.0003861051,0.0004840458,0.0003207092],"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":[0.0005200382,0.00003605265,0.0001105789,0.0003508801,0.00003065274,0.00007336771,0.001545541,0.001008817,0.9960508,0.0000927428,0.00008938263,0.00009112776],"study_design_scores_gemma":[0.001934474,0.0006171725,0.001069437,0.001731246,0.00004445711,0.0003171533,0.0006448645,0.00005292419,0.9930452,0.000104826,0.0001223767,0.0003159329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846472,0.0009243948,0.0001095974,0.0001693908,0.01361601,0.0002764565,0.00003031478,0.00009220273,0.0001344719],"genre_scores_gemma":[0.9963138,0.0001337954,0.001890342,0.0000262053,0.001547499,0.000007811582,0.000004511903,0.00006689876,0.000009205521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206851,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914909204926455,"score_gpt":0.2501791166767648,"score_spread":0.2210300246275003,"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."}}