{"id":"W2964229188","doi":"10.1089/end.2019.0009","title":"Application of Novel 3,4-Dihydroxyphenylalanine-Containing Antimicrobial Polymers for the Prevention of Uropathogen Attachment to Urinary Biomaterials","year":2019,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Western University; University of Toronto; Lawson Health Research Institute","funders":"","keywords":"Medicine; Antimicrobial; Urinary system; Dihydroxyphenylalanine; Internal medicine; Microbiology","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":[0.0003060757,0.0001020258,0.000310653,0.00007275891,0.0000418604,0.000006587066,0.0002980666,0.00007564191,0.000172374],"category_scores_gemma":[0.00002379122,0.0000760963,0.000170559,0.00007698827,0.00004286102,0.00004532141,0.00006451423,0.00005296217,0.000003416856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001956873,"about_ca_system_score_gemma":0.00005201086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000202045,"about_ca_topic_score_gemma":0.000001127178,"domain_scores_codex":[0.9989553,0.00001779523,0.0006481631,0.0001296632,0.00009678902,0.0001522549],"domain_scores_gemma":[0.9985582,0.000103197,0.0009477912,0.0002099513,0.0001411786,0.00003968689],"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":[0.0004894143,0.0002926709,0.001359648,0.00006816402,0.0001018566,5.119941e-7,0.0001062258,0.0006623623,0.9949569,0.0003939287,0.0001876959,0.001380598],"study_design_scores_gemma":[0.002058997,0.0007335776,0.001187857,0.00005695529,0.0001840604,0.0001668312,0.0001030048,0.0007657243,0.985707,0.0000530385,0.008869355,0.0001136088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576029,0.00005722209,0.04087623,0.0007693983,0.000144785,0.0002982466,0.00008047682,0.000005217989,0.0001655695],"genre_scores_gemma":[0.9969944,0.00001383233,0.002506691,0.000119592,0.0001770935,0.00001554292,0.00001460003,0.00001567709,0.0001425889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03939153,"threshold_uncertainty_score":0.3103117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743410257102896,"score_gpt":0.2873103530475205,"score_spread":0.2698762504764915,"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."}}