{"id":"W4391693771","doi":"10.1016/j.clae.2024.102124","title":"The activity of antimicrobial peptoids against multidrug-resistant ocular pathogens","year":2024,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute on Aging; National Health and Medical Research Council; Office of Science; National Institutes of Health; University of New South Wales; Basic Energy Sciences; Silicon Valley Community Foundation; Cisco Systems; U.S. Department of Energy","keywords":"Antimicrobial; Multiple drug resistance; Microbiology; Biology; Drug resistance","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":[0.0002056974,0.0002345455,0.0003711244,0.00006754918,0.0004018762,0.000104196,0.0001534286,0.0001547818,0.00004541295],"category_scores_gemma":[0.00002406028,0.0001569708,0.0002277447,0.00008038597,0.0004033079,0.0001726291,0.0001282519,0.0002738865,0.00003733334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000214788,"about_ca_system_score_gemma":0.0000590912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162062,"about_ca_topic_score_gemma":0.00004785829,"domain_scores_codex":[0.9988933,0.0001054571,0.0002795483,0.0003212486,0.00003227464,0.0003681945],"domain_scores_gemma":[0.999457,0.0001492077,0.00009400897,0.0002359591,0.0000433092,0.00002050457],"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":[0.0001919541,0.00004685716,0.0003679478,0.0001033107,0.00018581,0.0000302901,0.0003276218,3.087557e-7,0.9763755,0.0004495422,0.0008243693,0.02109651],"study_design_scores_gemma":[0.001011943,0.0002776232,0.01351337,0.0008783387,0.0001143602,0.00004761793,0.0005791859,0.00007159498,0.8396986,0.0000151619,0.1433348,0.0004573884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906245,0.006906462,0.00009800775,0.0004784185,0.0008381665,0.000184164,0.0002966114,0.00006939527,0.0005042353],"genre_scores_gemma":[0.994462,0.003461267,0.00002295037,0.0001073045,0.00005866691,0.000005223839,0.00001855163,0.00002592291,0.001838131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425104,"threshold_uncertainty_score":0.6401083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008247183222879076,"score_gpt":0.2270935352729765,"score_spread":0.2188463520500975,"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."}}