{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466973,0.000153834,0.0002333257,0.0001175663,0.0001796452,0.0001502865,0.0001150387,0.00007309126,0.00006000874],"category_scores_gemma":[0.0003336271,0.00008509487,0.00002975445,0.0003344557,0.0003663506,0.00005243874,0.0001000131,0.0001183587,0.000002452831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002271576,"about_ca_system_score_gemma":0.0001409913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003253635,"about_ca_topic_score_gemma":0.000001878851,"domain_scores_codex":[0.9985997,0.0001281254,0.0001844763,0.0004479337,0.000331576,0.0003081727],"domain_scores_gemma":[0.9995198,0.00002433809,0.00004456401,0.0002050853,0.00007802295,0.0001281849],"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":[0.0003455751,0.0001054781,0.001060316,0.0001610275,0.000008435047,0.00002914075,0.00001198064,0.0000150083,0.9920846,0.000131458,0.000005096372,0.006041847],"study_design_scores_gemma":[0.0005822244,0.0007763119,0.06184755,0.001344967,0.00002729753,0.00002003615,0.00001267913,0.01557826,0.9195565,0.000005934684,0.00009805649,0.0001502019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99648,0.00007051936,0.001427626,0.001195067,0.0001786056,0.0004469028,0.00001773332,0.0000436284,0.0001398517],"genre_scores_gemma":[0.9969431,0.00001328514,0.002335859,0.0004802084,0.00009426443,0.00001437045,0.00001437778,0.000007055,0.00009749216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07252816,"threshold_uncertainty_score":0.3470068,"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."}}