{"id":"W4413915496","doi":"10.1096/fj.202501440r","title":"Integrative Genomics and Phenotypic Profiling Reveal <i>Lacticplantibacillus plantarum</i> <scp>BGI</scp> ‐ <scp>N6</scp> as a Multifunctional Candidate for Dermatological Probiotic Development","year":2025,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China-Guangdong Joint Fund","keywords":"Probiotic; Lactobacillus plantarum; Computational biology; Biology; Biochemistry; Chemistry; Lactic acid; Bacteria; Genetics","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":[0.0002418601,0.0005796786,0.0003240485,0.0005175755,0.0001775703,0.0004863733,0.0002310795,0.0002141048,0.0005765639],"category_scores_gemma":[0.0001948061,0.0001376334,0.0006032429,0.0008266049,0.0001634625,0.0002389594,0.0003797605,0.000500364,0.0003371303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145919,"about_ca_system_score_gemma":0.0003170687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343294,"about_ca_topic_score_gemma":0.001155165,"domain_scores_codex":[0.9997614,0.00003328765,0.00001855945,0.00005607531,0.0000876941,0.00004287774],"domain_scores_gemma":[0.9998987,0.00001177238,0.00003547794,0.0000116065,0.00002224366,0.00002016973],"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":[0.0001270498,0.00004178729,0.001222819,0.0000474703,0.00001286385,0.0001000991,0.00004671678,0.0001516806,0.9937652,0.00008246737,0.00006018598,0.004341637],"study_design_scores_gemma":[0.00003604799,0.0008489978,0.1410462,0.00003925524,0.0001789839,0.001664332,0.000576596,0.008031694,0.8341254,0.000374726,0.01301334,0.00006443678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799629,0.0009062115,0.01101662,0.0001545263,0.00002933987,0.00007721847,0.005478174,0.0002073434,0.002167611],"genre_scores_gemma":[0.9626667,0.001003248,0.01644718,0.0001151886,0.00001733792,0.0001062439,0.0161472,0.0001134874,0.003383447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001343294,"threshold_uncertainty_score":0.002671003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550930627205641,"score_gpt":0.2255581822730637,"score_spread":0.2100488760010073,"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."}}