{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001735165,0.0002478019,0.0002414353,0.0009122899,0.0003403359,0.0003262681,0.0001206318,0.0002230484,0.0004557106],"category_scores_gemma":[0.0003592346,0.0001519717,0.0001779659,0.0004368784,0.0001119749,0.0001182629,0.0003173091,0.0001747357,0.00004794478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761274,"about_ca_system_score_gemma":0.0002359978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01763501,"about_ca_topic_score_gemma":0.01646337,"domain_scores_codex":[0.9998864,0.0000104993,0.000009994814,0.00002480776,0.00003453505,0.00003368219],"domain_scores_gemma":[0.9998882,0.00001711994,0.00004004443,0.000004593869,0.00003539392,0.00001464042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005709865,0.000242936,0.8210928,0.0001989958,0.0001168977,0.0007574109,0.001195071,0.0001064827,0.1586488,0.00004850096,0.0004050189,0.01661619],"study_design_scores_gemma":[0.000007641993,0.0001509871,0.9951715,0.000009769934,0.00003859248,0.0003481113,0.0003685617,0.00008742803,0.003184153,0.00000603913,0.0006232415,0.000004024597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992886,0.0002328235,0.00006162064,0.00002116784,0.000004699756,0.00001088681,0.0001767939,0.00000209411,0.0002014662],"genre_scores_gemma":[0.9977664,0.0004957368,0.0005009324,0.00002840489,0.00001055518,0.00001923288,0.000663211,0.000001695431,0.0005138296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763501,"threshold_uncertainty_score":0.03506476,"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."}}