{"id":"W4414768101","doi":"10.1016/j.matlet.2025.139578","title":"Synthesis and quaternization of poly(vinyl benzyl chloride-co-3-(methacryloyloxy)propyl] trimethoxy silane) for inhibiting bacterial growth on dental implants","year":2025,"lang":"en","type":"article","venue":"Materials Letters","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Antimicrobial; Trimethylamine; Copolymer; Ammonium chloride; Alkyl; Triethylamine; Bacterial growth; Ammonium; Minimum inhibitory concentration","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":[0.0002163251,0.0005363172,0.0002053387,0.0002684938,0.0001014206,0.0001795617,0.000188825,0.0002572548,0.0009197486],"category_scores_gemma":[0.0001830974,0.0002146889,0.0002874021,0.0001927462,0.0001556418,0.0002165763,0.0001895337,0.0003078023,0.0004009356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760987,"about_ca_system_score_gemma":0.0001658831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000326372,"about_ca_topic_score_gemma":0.0005644567,"domain_scores_codex":[0.9999045,0.00001144767,0.00001098243,0.00001944713,0.00003553252,0.00001807314],"domain_scores_gemma":[0.9999042,0.00001169654,0.00003813471,0.000009592539,0.00002075164,0.0000156767],"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":[0.00001323112,0.000008812456,0.0000308139,0.00004431442,0.000002748063,0.00002086321,0.000009440727,0.0001329106,0.9978508,0.0000386148,0.00001286581,0.001834612],"study_design_scores_gemma":[0.000008438727,0.0003009022,0.0008344296,0.000006477001,0.00001231541,0.00006078596,0.0000083324,0.0006197783,0.9967982,0.00002458049,0.00131919,0.000006513181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652951,0.004325049,0.02611621,0.0001142307,0.000118891,0.0002039663,0.0001822096,0.0002087287,0.003435471],"genre_scores_gemma":[0.9772229,0.002592005,0.01747743,0.00007579457,0.00003273348,0.00007790972,0.0001781112,0.00004308282,0.002300176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009197486,"threshold_uncertainty_score":0.003076911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175107865119153,"score_gpt":0.2535896552264814,"score_spread":0.2418385765752898,"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."}}