{"id":"W3111408361","doi":"10.1136/bmjopen-2020-043403","title":"Development of a national neonatal intensive care unit-specific antimicrobial stewardship programme in Canada: protocol for a cohort study","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Mount Sinai Hospital; University of Toronto; University of Calgary; Université de Montréal; University of Alberta; University of British Columbia","funders":"Institute of Human Development, Child and Youth Health; Canadian Institutes of Health Research; University of British Columbia","keywords":"Medicine; Antimicrobial stewardship; Neonatal intensive care unit; Protocol (science); Intensive care unit; Stewardship (theology); Unit (ring theory); Cohort; Cohort study; Epidemiology; Intensive care medicine; Family medicine; Pediatrics; Alternative medicine; Internal medicine; Pathology; Antibiotic resistance; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.07070182,0.003964316,0.005677877,0.005029093,0.008058873,0.006101328,0.004669843,0.00390842,0.0584255],"category_scores_gemma":[0.05132567,0.003749431,0.005700388,0.007568089,0.003179942,0.003213411,0.003041758,0.005665329,0.009307651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04204497,"about_ca_system_score_gemma":0.1571906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2359182,"about_ca_topic_score_gemma":0.3385232,"domain_scores_codex":[0.966817,0.01437028,0.007418974,0.003435241,0.004558,0.003400449],"domain_scores_gemma":[0.9490135,0.007211187,0.005839485,0.00553335,0.02788668,0.004515818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1363743,0.02156116,0.03493305,0.1090804,0.003497606,0.002361594,0.01640701,0.01275503,0.005198861,0.03073795,0.3582093,0.2688839],"study_design_scores_gemma":[0.1657561,0.01429255,0.116072,0.07068703,0.002024808,0.0005036951,0.008658198,0.008431493,0.004602273,0.01420909,0.5935707,0.001192095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009294096,0.0001797036,0.001674954,0.000167989,0.0001268708,0.991552,0.00441745,0.00003889896,0.0009127767],"genre_scores_gemma":[0.001109463,0.0001241602,0.002382844,0.0001117427,0.00001865807,0.9952721,0.0007524505,0.000005301097,0.0002233667],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7640818,"threshold_uncertainty_score":0.4690899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1853413935595719,"score_gpt":0.412442754695423,"score_spread":0.2271013611358511,"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."}}