{"id":"W4389050671","doi":"10.3390/microorganisms11122858","title":"Biofilm Formation by Escherichia coli Isolated from Urinary Tract Infections from Aguascalientes, Mexico","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Université de Montréal; Consejo Nacional de Ciencia y Tecnología; Universidad Autónoma de Aguascalientes","keywords":"Biofilm; Microbiology; Fimbria; Ceftazidime; Escherichia coli; Biology; Antibiotic resistance; Imipenem; Antibiotics; Bacteria; Urinary system; Cefazolin; Cefepime; Ciprofloxacin; Virulence; Pseudomonas aeruginosa; Gene; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001367097,0.0002934117,0.0003245893,0.0002985416,0.0002983813,0.00008275863,0.0001437077,0.0002026534,0.001773919],"category_scores_gemma":[0.0000457108,0.0003032542,0.0001426386,0.001123471,0.00005916561,0.000381036,0.0001277262,0.0003744207,0.00425508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728238,"about_ca_system_score_gemma":0.00005073911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234825,"about_ca_topic_score_gemma":0.00002579265,"domain_scores_codex":[0.9983693,0.00007891971,0.0004590689,0.0004341431,0.0002548391,0.0004037006],"domain_scores_gemma":[0.9989524,0.0001057469,0.0001524395,0.0005310555,0.0000770331,0.0001813089],"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":[0.00008625432,0.007088488,0.01244345,0.00002617489,0.0002936,0.0001500951,0.0006565535,0.00002454231,0.8877793,0.00002527578,0.09062564,0.0008006149],"study_design_scores_gemma":[0.004475241,0.005862371,0.1839657,0.000184208,0.0008171635,0.0001781588,0.0009346994,0.003083938,0.4863618,0.000579489,0.3126704,0.0008869219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884409,0.0002639839,0.00493544,0.001700358,0.0005908041,0.0006621614,0.0004050556,0.001205045,0.001796258],"genre_scores_gemma":[0.991096,0.0002181752,0.0008977581,0.0008155928,0.0001616495,0.00006922757,0.004241709,0.00008345856,0.002416447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014175,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204582118662656,"score_gpt":0.2422780774285959,"score_spread":0.2302322562419694,"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."}}