{"id":"W2273067096","doi":"10.1093/ofid/ofv133.1029","title":"Surveillance of Antimicrobial Utilization at Five Neonatal Intensive Care Units in an Urban Centre in Alberta, Canada","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Intensive care; Antimicrobial stewardship; Neonatal intensive care unit; Intensive care medicine; Pediatrics; Environmental health; Antibiotics; Antibiotic resistance; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003339202,0.0001467102,0.0003038601,0.0001152211,0.00005140317,0.00002342582,0.0001110861,0.00005025851,0.00006634801],"category_scores_gemma":[0.0002990327,0.0001395809,0.00002907169,0.0003872341,0.00005140115,0.0002502286,0.0001916763,0.00008869217,0.00000674376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004660511,"about_ca_system_score_gemma":0.0008708803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8625482,"about_ca_topic_score_gemma":0.9906129,"domain_scores_codex":[0.9990625,0.00006937519,0.0002470666,0.0002381939,0.0001412335,0.0002416264],"domain_scores_gemma":[0.9986687,0.00004526843,0.00009404242,0.0001908309,0.0007815433,0.0002196323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003525446,0.00007316178,0.9897688,0.00006347222,0.00001520638,0.00009692337,0.001426014,0.0002492457,0.00004277507,0.0001117688,0.007309576,0.0004904922],"study_design_scores_gemma":[0.009077541,0.0006648928,0.9499104,0.0005865076,0.00007510011,0.0002116055,0.02001784,0.0003539709,0.004001879,0.0001347179,0.01439575,0.0005698081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961894,0.0001798721,0.000002279418,0.0003231376,0.0003008454,0.0005770001,0.0003891281,0.00001503718,0.002023301],"genre_scores_gemma":[0.9977253,0.00001589297,0.000002041638,0.0006080544,0.00002330063,0.00001522908,0.0008442667,0.0000187823,0.0007471474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280647,"threshold_uncertainty_score":0.5691945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005083779347266,"score_gpt":0.2706732213535846,"score_spread":0.2506223835601119,"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."}}