{"id":"W4402763849","doi":"10.1021/acsapm.4c02365","title":"pH-Sensitive Degradable Coatings Releasing Antibacterial Phosphonium Species and Gentamicin","year":2024,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs","keywords":"Phosphonium; Gentamicin; Antibacterial activity; Chemistry; Microbiology; Nuclear chemistry; Antibiotics; Organic chemistry; Biochemistry; Bacteria; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007136082,0.0002598582,0.0003085829,0.00004112823,0.0002189546,0.0004761699,0.0001242907,0.0001321797,0.001755995],"category_scores_gemma":[0.000003675076,0.0002366278,0.0000341839,0.0001028272,0.000146945,0.00009463423,0.0001444244,0.0001009016,0.0001760298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003686883,"about_ca_system_score_gemma":0.000036663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002874233,"about_ca_topic_score_gemma":0.00000265121,"domain_scores_codex":[0.9987088,0.00001007921,0.0003487471,0.000464001,0.0001233085,0.0003450268],"domain_scores_gemma":[0.9995298,0.00005341131,0.00009529173,0.0002296258,0.00001921254,0.0000726877],"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":[0.00005129261,0.00002457452,0.000009146314,0.0001307096,0.00004433408,0.000008742538,0.0003360976,9.70692e-8,0.986555,0.00925366,0.002249715,0.001336633],"study_design_scores_gemma":[0.0002257102,0.000005073697,0.00009824489,0.00009359329,0.0000699781,0.00002617192,0.0002477477,0.000001756256,0.9802781,0.0001066224,0.01857028,0.0002766849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901018,0.0003476792,0.00005790489,0.000287023,0.000332263,0.0001383708,0.0003922733,0.0002227705,0.008119976],"genre_scores_gemma":[0.9935856,0.0002808629,0.0001606745,0.000246267,0.0006779309,0.00002477754,0.0002342637,0.00006454001,0.004725095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632057,"threshold_uncertainty_score":0.9991565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009980866977057844,"score_gpt":0.2166352150816822,"score_spread":0.2066543481046243,"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."}}