{"id":"W2972744758","doi":"10.1097/pq9.0000000000000201","title":"A Quality Improvement Intervention to Reduce Necrotizing Enterocolitis in premature infants with Probiotic Supplementation","year":2019,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Necrotizing enterocolitis; Medicine; Lactobacillus reuteri; Probiotic; Intensive care medicine; Sepsis; Parenteral nutrition; Pediatrics; Mortality rate; Neonatal intensive care unit; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699107,0.0001764768,0.0003486439,0.0002049797,0.0001199597,0.00006369592,0.00007536564,0.0001050041,0.0001361283],"category_scores_gemma":[0.00006695598,0.0001652645,0.00006028938,0.0003529853,0.00001667142,0.0002765942,0.00005425914,0.0002577027,0.00002434347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321577,"about_ca_system_score_gemma":0.00003343837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139055,"about_ca_topic_score_gemma":0.001272938,"domain_scores_codex":[0.9975872,0.0003981641,0.0008864348,0.000437579,0.0003082525,0.0003823409],"domain_scores_gemma":[0.9991404,0.0001200571,0.0002842761,0.0002290811,0.00008807324,0.0001380943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0133794,0.001118382,0.9189517,0.007891865,0.00003459379,0.000005459321,0.01869496,0.00004163747,0.003494455,0.002988727,0.0009820374,0.03241672],"study_design_scores_gemma":[0.006344891,0.0008950756,0.9875652,0.0002268377,0.00002341088,0.000007102511,0.002420901,0.00003760196,0.0008402698,0.0003775776,0.000945485,0.0003156599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923636,0.00007428887,0.000281941,0.003896399,0.000326792,0.002504216,0.0001146338,0.00005253182,0.0003856303],"genre_scores_gemma":[0.9971123,0.00006899862,0.0009991928,0.00132111,0.0001553082,0.0000838509,0.0001412934,0.00001503548,0.0001029635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06861343,"threshold_uncertainty_score":0.6739293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292170645765803,"score_gpt":0.3512402664757395,"score_spread":0.3283185600180815,"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."}}