{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008663859,0.0006054669,0.0003350874,0.002328659,0.002687463,0.001252759,0.001906798,0.0004513414,0.0009028479],"category_scores_gemma":[0.002095005,0.0003619241,0.0003645169,0.004835572,0.0007710772,0.000274489,0.001240225,0.0004469346,0.0001523501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05433125,"about_ca_system_score_gemma":0.0568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967903,"about_ca_topic_score_gemma":0.9982162,"domain_scores_codex":[0.9985082,0.0001030371,0.00009531283,0.0001960185,0.0006987685,0.0003986649],"domain_scores_gemma":[0.996992,0.0001548687,0.0003874039,0.00005353241,0.001621267,0.0007909059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008319051,0.00004776683,0.9833325,0.0001167523,0.00004522593,0.0003581353,0.001546491,0.0004790044,0.0005881952,0.0001261651,0.001362344,0.01191425],"study_design_scores_gemma":[0.00000621404,0.00004475086,0.9948366,0.00005933282,0.00001883166,0.0001163567,0.002516612,0.0009382201,0.000196152,0.00001791639,0.001238135,0.00001102164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909285,0.001309631,0.0004221878,0.0003427456,0.0000155432,0.0001626877,0.003805317,0.00004213405,0.002971195],"genre_scores_gemma":[0.9929799,0.001099932,0.001626897,0.0002432461,0.00001002611,0.00005681305,0.002309154,0.000008686951,0.00166539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05433125,"threshold_uncertainty_score":0.3942026,"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."}}