{"id":"W4390706212","doi":"10.1021/acs.langmuir.3c02491","title":"Evaluation of Quatsome Morphology, Composition, and Stability for <i>Pseudomonas aeruginosa</i> Biofilm Eradication","year":2024,"lang":"en","type":"article","venue":"Langmuir","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sani Marc (Canada); McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Ammonium; Pseudomonas aeruginosa; Antimicrobial; Rhamnolipid; Chemistry; Monomer; Bacteria; Microbiology; Chromatography; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004565019,0.0002357064,0.0001679781,0.0003661361,0.0002249873,0.0003502048,0.0001473449,0.0004148552,0.0006866885],"category_scores_gemma":[0.0008438419,0.0001296549,0.0001972285,0.0002120333,0.0002158479,0.0004354099,0.0002050382,0.0002779369,0.0001561874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939134,"about_ca_system_score_gemma":0.0001872715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011879,"about_ca_topic_score_gemma":0.001157798,"domain_scores_codex":[0.9997731,0.00004388569,0.00002458074,0.00004443278,0.00007854307,0.00003551549],"domain_scores_gemma":[0.9995613,0.00009456445,0.0001041618,0.00002472094,0.0001756869,0.00003965569],"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":[0.0000401672,0.0000115749,0.000264888,0.00003516695,0.000003056038,0.00001380405,0.0000210823,0.00004553907,0.9981951,0.0000241268,0.00001289329,0.001332499],"study_design_scores_gemma":[0.000002410901,0.0001898082,0.003927355,0.000005830222,0.00001360248,0.00005434705,0.0000343416,0.0009064258,0.9943196,0.00001212241,0.0005273696,0.000006791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934939,0.001165923,0.00398101,0.00005570114,0.00002110945,0.00005366196,0.0002200581,0.00004959164,0.0009590518],"genre_scores_gemma":[0.9910986,0.000911159,0.006347862,0.00003741538,0.000006418677,0.00005936818,0.000259504,0.00002381673,0.001255924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001011879,"threshold_uncertainty_score":0.002414227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933267341183173,"score_gpt":0.3033203744236128,"score_spread":0.263987701011781,"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."}}