{"id":"W4200086086","doi":"10.1093/ofid/ofab466.1014","title":"818. Understanding Current Practices of an Electronic Antimicrobial Resistant Organism (ARO) Screening Tool Used in Healthcare Facilities in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pediatrics; Isolation (microbiology); Retrospective cohort study; Electronic medical record; Medical record; Emergency medicine; Health care; Electronic health record; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002401475,0.0002621433,0.0001915564,0.0018564,0.00160452,0.001925586,0.001661127,0.00041243,0.002801969],"category_scores_gemma":[0.009975764,0.0003539825,0.0003729371,0.003165543,0.0008283992,0.0006246155,0.001172219,0.0004024683,0.0002839123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03434702,"about_ca_system_score_gemma":0.0458597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886522,"about_ca_topic_score_gemma":0.9913556,"domain_scores_codex":[0.9962373,0.0005366037,0.0002949066,0.0004075261,0.001468039,0.001055634],"domain_scores_gemma":[0.9887972,0.001365247,0.003063562,0.0002913682,0.004475851,0.00200665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002538522,0.00002932619,0.9863933,0.00005739889,0.00001360222,0.00007040041,0.001181993,0.000151241,0.0001146739,0.00007849518,0.0009455503,0.01093864],"study_design_scores_gemma":[0.000002582063,0.00003335101,0.9938351,0.0001197852,0.00001011546,0.00005633269,0.003987823,0.0004980946,0.00006665613,0.0000189027,0.001361149,0.00001010483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854533,0.001782495,0.000467008,0.002259388,0.00002889856,0.0000959399,0.003178515,0.00004283413,0.006691677],"genre_scores_gemma":[0.9960508,0.0007160732,0.0009575427,0.0003631413,0.000009725813,0.00002360176,0.0008266106,0.000006963252,0.001045594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03434702,"threshold_uncertainty_score":0.2492063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336415551233238,"score_gpt":0.2807461165345931,"score_spread":0.2573819610222607,"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."}}