{"id":"W4392433369","doi":"10.1016/j.nxmate.2024.100161","title":"Synthesis and antibacterial properties of unmodified polydopamine coatings to prevent infections","year":2024,"lang":"en","type":"article","venue":"Next Materials","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Héma-Québec","funders":"Mitacs","keywords":"Wetting; Materials science; Antibacterial activity; Surface roughness; Contact angle; Adhesion; Bacterial colony; Bacterial growth; Surface finish; Absorbance; Composite material; Bacteria; Chemistry; Chromatography","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":[0.0001639678,0.0002885231,0.000134409,0.0001882923,0.00009714708,0.0002143185,0.000160419,0.0002746099,0.0002599561],"category_scores_gemma":[0.0002497485,0.0001501058,0.0002025753,0.0001229668,0.0001043501,0.0001412063,0.0001129651,0.0002560777,0.000117409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518755,"about_ca_system_score_gemma":0.00009215501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003449939,"about_ca_topic_score_gemma":0.0005391961,"domain_scores_codex":[0.9998889,0.0000106657,0.00001273179,0.00002439039,0.00004606685,0.00001730703],"domain_scores_gemma":[0.9998462,0.00002428278,0.00004664586,0.0000122984,0.0000482812,0.00002225932],"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":[0.00001426453,0.000008153724,0.00004146595,0.00004734897,0.000002626882,0.00001892224,0.00000630678,0.00008329926,0.9986271,0.00001401241,0.000007600779,0.001128922],"study_design_scores_gemma":[0.000004445337,0.0003085509,0.002089337,0.00001046892,0.00001533788,0.00008590781,0.00001012378,0.0008935377,0.9954655,0.00001134895,0.001099966,0.000005684648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893532,0.004034674,0.005006905,0.00003451915,0.00004152198,0.00004805333,0.0001004171,0.00003492392,0.001345825],"genre_scores_gemma":[0.9884368,0.002331848,0.008004596,0.00003720186,0.00001463519,0.00003688392,0.0001258883,0.00001479816,0.0009973797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003449939,"threshold_uncertainty_score":0.001101911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305962151311376,"score_gpt":0.2437771428456779,"score_spread":0.2207175213325641,"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."}}