{"id":"W4200343913","doi":"10.1093/ofid/ofab466.990","title":"794. The Role of the Environment in Healthcare-associated Transmission of Vancomycin Resistant Enterococcus: A Proof of Concept Study","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cohort; Transmission (telecommunications); Outbreak; Population; Vancomycin-resistant Enterococcus; Emergency medicine; Enterococcus; Pediatrics; Environmental health; Internal medicine; Vancomycin; Virology; Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003625457,0.0001709668,0.0006353846,0.00007184051,0.0001457095,0.00001227397,0.00023926,0.0000814104,0.0001249164],"category_scores_gemma":[0.0003123654,0.0001083345,0.0002134953,0.0004149313,0.0001395655,0.00007918246,0.0002030059,0.0002356543,5.974632e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613472,"about_ca_system_score_gemma":0.0005499906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005052994,"about_ca_topic_score_gemma":0.003415836,"domain_scores_codex":[0.9973511,0.0008171753,0.0008231892,0.0002869028,0.0004515054,0.0002701567],"domain_scores_gemma":[0.9982774,0.0002315671,0.0004998206,0.0006230843,0.0002635745,0.0001045715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005192548,0.004143984,0.9809908,0.0001970017,0.0001700557,0.000008060199,0.001206319,0.0001949263,0.0017111,0.0003107854,0.00006729627,0.01048036],"study_design_scores_gemma":[0.00744888,0.002857459,0.9474666,0.000985274,0.0003207008,0.00000824939,0.006043947,0.0002000477,0.03131078,0.002000641,0.001200305,0.0001571901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986237,0.003210201,0.00003100745,0.004037185,0.000153546,0.005035278,0.0001756024,0.00001692845,0.001103178],"genre_scores_gemma":[0.9992478,0.00004988418,0.000006363375,0.0003017256,0.00001113922,0.0002497619,0.00001812062,0.00002259385,0.00009261174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03352433,"threshold_uncertainty_score":0.7638649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138163843197546,"score_gpt":0.2848489982879063,"score_spread":0.2734673598559308,"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."}}