{"id":"W4200186432","doi":"10.1016/j.nbt.2021.12.001","title":"Rhamnolipids from non-pathogenic Acinetobacter calcoaceticus: Bioreactor-scale production, characterization and wound healing potency","year":2021,"lang":"en","type":"article","venue":"New Biotechnology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Innovation and Technology Commission","keywords":"Rhamnolipid; Acinetobacter calcoaceticus; Wound healing; Bioreactor; In vivo; Chemistry; Microbiology; Fibroblast; Quorum sensing; Potency; Pseudomonas aeruginosa; In vitro; Biochemistry; Biology; Bacteria; Acinetobacter; Immunology; Biotechnology; Gene; Antibiotics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007870112,0.000171783,0.0001913404,0.00005558438,0.00009961638,0.00003804736,0.0001363884,0.0004306344,0.001321183],"category_scores_gemma":[0.00006194631,0.0001596243,0.00003552818,0.0004114382,0.0001736015,0.0001812696,0.0001901635,0.000208333,0.0003341039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009191116,"about_ca_system_score_gemma":0.00003738844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003599919,"about_ca_topic_score_gemma":0.0006644273,"domain_scores_codex":[0.9987014,0.00003339081,0.0002600258,0.0005878581,0.0001375076,0.0002798193],"domain_scores_gemma":[0.9994047,0.000009212591,0.0001079442,0.0003493464,0.00001779277,0.0001110125],"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":[0.00000919277,0.00003737377,0.01510065,0.000002984207,0.000006337118,0.000004168005,0.0001293574,7.415234e-7,0.9348309,0.000009304639,0.0004752993,0.0493937],"study_design_scores_gemma":[0.0003349972,0.00004635676,0.0995561,0.00001433373,0.00001866846,0.00003765046,0.00006365278,0.00004847331,0.845743,0.0001013611,0.05381795,0.0002174355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987646,0.00007912248,0.001790034,0.009359112,0.0005925588,0.0001785981,0.00005161189,0.0001219093,0.0001810344],"genre_scores_gemma":[0.9929157,0.0008333731,0.003260409,0.0006884045,0.0002647662,0.000003125669,0.0002689302,0.00002043582,0.001744884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08908786,"threshold_uncertainty_score":0.9995918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006773241530264266,"score_gpt":0.1997580330258368,"score_spread":0.1929847914955725,"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."}}