{"id":"W2063162600","doi":"10.1016/s0924-8579(09)70370-x","title":"P151 Epidemiology of extended spectrum beta-lactamase (ESBL) bacteria from the University of Alberta Hospital (UAH) and Stollery Children's Hospital (SCH)","year":2009,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epidemiology; University hospital; Medicine; BETA (programming language); Beta-lactamase; Microbiology; Internal medicine; Biology; Computer science; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003937165,0.0006438838,0.0003513207,0.003016516,0.001175254,0.001153085,0.0008785048,0.0007834642,0.00551067],"category_scores_gemma":[0.001562692,0.0005005111,0.0003606361,0.003121572,0.0006568766,0.0003536305,0.0007313055,0.0006622813,0.0006659282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166063,"about_ca_system_score_gemma":0.004127081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.291094,"about_ca_topic_score_gemma":0.2596619,"domain_scores_codex":[0.9991303,0.00008729823,0.00007320486,0.0001219511,0.0003387794,0.0002484743],"domain_scores_gemma":[0.9981153,0.0001123991,0.0003475389,0.00004536374,0.0005136183,0.0008657013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171526,0.00005398148,0.9910325,0.00003435505,0.00002523959,0.001293998,0.0005815775,0.00009724741,0.001497095,0.0001232487,0.001097727,0.0039913],"study_design_scores_gemma":[0.000005663503,0.0001127831,0.9971922,0.00002916627,0.00001163281,0.0008255911,0.0009018894,0.00008692108,0.0001961868,0.0000189576,0.0006127291,0.000006369269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950304,0.0004243337,0.0001591841,0.000193546,0.00002822443,0.00003554771,0.001944632,0.000015253,0.002168902],"genre_scores_gemma":[0.9965396,0.0004393229,0.0002242612,0.0001426289,0.00002842565,0.00001459673,0.001263238,0.000008120446,0.001339957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.291094,"threshold_uncertainty_score":0.5787992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006007150187355126,"score_gpt":0.2258935014327427,"score_spread":0.2198863512453876,"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."}}