{"id":"W4400107703","doi":"10.14745/ccdr.v50i06a04","title":"Thematic description of factors linked with extended-spectrum beta-lactamase-producing Enterobacteriaceae in humans","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; University of Guelph","keywords":"Enterobacteriaceae; Beta-lactamase; Microbiology; Biology; Escherichia coli; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01370646,0.001332935,0.002518086,0.02053374,0.001791262,0.004679883,0.001656094,0.002318992,0.004467171],"category_scores_gemma":[0.04986298,0.0006482237,0.003970827,0.01971927,0.002609259,0.004985069,0.004230709,0.001723908,0.0003674722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400171,"about_ca_system_score_gemma":0.02773236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02217209,"about_ca_topic_score_gemma":0.02582097,"domain_scores_codex":[0.9905704,0.004347801,0.002199541,0.0006132247,0.001805188,0.0004637649],"domain_scores_gemma":[0.9672674,0.02390473,0.003468954,0.0004898715,0.004394583,0.0004745109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001816324,0.00003126659,0.004088177,0.7727657,0.001480715,0.0006601625,0.03362667,0.0003566789,0.0007848664,0.00738714,0.01649876,0.1621382],"study_design_scores_gemma":[0.00004696302,0.0000734304,0.006235656,0.8235998,0.003510525,0.0009199966,0.03007004,0.0001855823,0.0003362384,0.003095219,0.1318722,0.00005427001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01283852,0.9465069,0.003930991,0.01675749,0.002639415,0.003532486,0.002933031,0.00003871054,0.01082245],"genre_scores_gemma":[0.07796956,0.9024249,0.006602557,0.005098058,0.0005754014,0.004467109,0.001259542,0.00003393601,0.00156889],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9778279,"threshold_uncertainty_score":0.10159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647260917772092,"score_gpt":0.2376317226686071,"score_spread":0.2211591134908862,"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."}}