{"id":"W4414296668","doi":"10.1002/mabi.202500452","title":"Biohybrid Living Material with Antibacterial and Regenerating Properties Based on Probiotic Bacteria Stress Metabolism Modulation","year":2025,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Staphylococcus aureus; Wound healing; Regeneration (biology); Antibacterial activity; In vivo; Bacteria; Probiotic; Oxidative stress; Antibacterial agent","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":[0.0001249779,0.0004082918,0.0002004786,0.0003693714,0.0001223797,0.0002641376,0.0002152298,0.0005274336,0.001298065],"category_scores_gemma":[0.0001446688,0.0001909868,0.0002388483,0.0001865775,0.0001982865,0.0003149138,0.0002021668,0.0003325333,0.000331325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923909,"about_ca_system_score_gemma":0.00008676078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023848,"about_ca_topic_score_gemma":0.0002878609,"domain_scores_codex":[0.999915,0.0000123512,0.000006027285,0.00002347126,0.00002879872,0.00001422975],"domain_scores_gemma":[0.9999094,0.00001717764,0.0000273966,0.000008060194,0.00001981455,0.00001820265],"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":[0.00002020911,0.00001517055,0.00003413289,0.00003827608,0.000002996283,0.00001670787,0.000006472076,0.00005960789,0.9986787,0.0000765601,0.00002411824,0.001026946],"study_design_scores_gemma":[0.00001246749,0.0002539019,0.001196554,0.000007002545,0.00002629682,0.0001358645,0.00001908455,0.0007357991,0.995189,0.0000554297,0.002358518,0.00001015264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770712,0.002613191,0.0162522,0.0001649901,0.0001156229,0.0000580507,0.0002395901,0.0002626384,0.003222375],"genre_scores_gemma":[0.9829858,0.0007868434,0.01271264,0.0001339235,0.00003152201,0.0001106012,0.000261641,0.00004845699,0.002928646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298065,"threshold_uncertainty_score":0.004342496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424971683221752,"score_gpt":0.2504237820315569,"score_spread":0.2361740651993394,"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."}}