{"id":"W4214653439","doi":"10.3410/f.1013053.188606","title":"Faculty Opinions recommendation of Is surveillance for multidrug-resistant enterobacteriaceae an effective infection control strategy in the absence of an outbreak?","year":2003,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Infection control; Transmission (telecommunications); Isolation (microbiology); Medicine; Population; Enterobacteriaceae; Multiple drug resistance; Antibiotics; Intensive care medicine; Internal medicine; Microbiology; Biology; Virology; Environmental health; Escherichia coli","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":[0.0031772,0.0006097509,0.001180757,0.004106133,0.0007743602,0.003415972,0.002251446,0.002240659,0.2592494],"category_scores_gemma":[0.03981709,0.0003721655,0.0009423699,0.009707582,0.0002722392,0.00275481,0.001046799,0.001338132,0.09515502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037677,"about_ca_system_score_gemma":0.006729709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03245954,"about_ca_topic_score_gemma":0.05053729,"domain_scores_codex":[0.9977036,0.0004932238,0.0004097592,0.0003203307,0.0008670355,0.0002060686],"domain_scores_gemma":[0.9714031,0.00441116,0.003667899,0.002900952,0.01414225,0.003474714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005967186,0.00001449199,0.002497284,0.0004558874,0.00003043189,0.00001080525,0.00000759704,0.00003652921,0.00004470695,0.0001552964,0.9862475,0.01043971],"study_design_scores_gemma":[0.0006546635,0.0000194674,0.02309643,0.001047685,0.00008148472,0.00002856746,0.00007418178,0.0002551932,0.0002261667,0.0006263008,0.9738579,0.00003198324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.0009689957,0.0003131414,0.0001965093,0.009571358,0.000762647,0.0002586277,0.9648743,0.0004229871,0.02263153],"genre_scores_gemma":[0.009523702,0.001699409,0.003325257,0.006389818,0.001090312,0.00116494,0.9513083,0.0004107506,0.02508756],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2592494,"threshold_uncertainty_score":0.8672755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793899375178758,"score_gpt":0.3446459274765571,"score_spread":0.3267069337247695,"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."}}