{"id":"W4223503358","doi":"10.1038/s41372-022-01382-w","title":"Antimicrobial utilization in very-low-birth-weight infants: association with probiotic use","year":2022,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dr. Everett Chalmers Regional Hospital; Centre Hospitalier Universitaire de Sherbrooke; Hôpital Maisonneuve-Rosemont; Centre hospitalier universitaire de Québec; Jewish General Hospital; Kingston General Hospital; Cape Breton Regional Hospital; Children's Hospital of Eastern Ontario; Moncton Hospital; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; Sunnybrook Health Science Centre; Windsor Regional Hospital; London Health Sciences Centre; Izaak Walton Killam Health Centre; Royal University Hospital; Royal Alexandra Hospital; Hamilton Health Sciences; St. Boniface Hospital; University of Calgary; Health Sciences Centre; Alberta Children's Hospital; Université de Sherbrooke; B.C. Women's Hospital & Health Centre; Foothills Medical Centre; Royal Columbian Hospital; Regina General Hospital; University of Toronto; Montreal Children's Hospital; University of Ottawa; McGill University Health Centre; Saint John Regional Hospital; University of British Columbia; Sinai Health System; Mount Sinai Hospital; Janeway Children's Health and Rehabilitation Centre; University of Alberta; Hospital for Sick Children; Victoria General Hospital; Surrey Memorial Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Government of Canada","keywords":"Medicine; Probiotic; Antimicrobial; Low birth weight; Birth weight; Pediatrics; Obstetrics; Pregnancy; Microbiology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004498526,0.0003078877,0.0004548385,0.0006113916,0.0003669306,0.0008774929,0.0003917784,0.0007821237,0.001963081],"category_scores_gemma":[0.002895531,0.0002801618,0.0007654305,0.001269103,0.0002287443,0.0005283872,0.0004703671,0.001078832,0.0002585634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783898,"about_ca_system_score_gemma":0.0004271145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410891,"about_ca_topic_score_gemma":0.005312183,"domain_scores_codex":[0.9994445,0.0001535345,0.00009412633,0.0000933575,0.00008579638,0.000128695],"domain_scores_gemma":[0.9975355,0.0006360073,0.001176923,0.0001009657,0.0001798047,0.0003708499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001800098,0.00006436063,0.998607,0.0000115584,0.00005156664,0.00007540475,0.00005815741,0.0000172568,0.0001808514,0.000009809945,0.00002729167,0.0007166574],"study_design_scores_gemma":[0.000002373612,0.0001939567,0.9988219,0.00001176306,0.00003498378,0.0002678778,0.0003364565,0.0001914579,0.0000461267,0.00001298309,0.0000757895,0.000004242606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987011,0.0006105242,0.00003520669,0.00005163144,0.00000706389,0.000002774074,0.0001880031,0.000002913685,0.0004007835],"genre_scores_gemma":[0.999316,0.0002632146,0.00006360511,0.00002798029,0.00001113387,0.000005004233,0.0001528076,0.000002453701,0.0001578841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006410891,"threshold_uncertainty_score":0.01274717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175485799514184,"score_gpt":0.2734981396840985,"score_spread":0.2559495597326801,"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."}}