{"id":"W3203736701","doi":"10.3310/eme08140","title":"Lactoferrin impact on gut microbiota in preterm infants with late-onset sepsis or necrotising enterocolitis: the MAGPIE mechanisms of action study","year":2021,"lang":"en","type":"article","venue":"Efficacy and Mechanism Evaluation","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; National Institute for Social Care and Health Research; Public Health Agency; Efficacy and Mechanism Evaluation Programme; National Institute for Health and Care Research; Nestlé Nutrition Institute; Danone","keywords":"Lactoferrin; Sepsis; Medicine; Enteral administration; Necrotizing enterocolitis; Gut flora; Physiology; Feces; Internal medicine; Gastroenterology; Immunology; Microbiology; Parenteral nutrition; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296443,0.0002161746,0.0003115283,0.0001942638,0.0002292871,0.0000788113,0.00008875619,0.0001131641,0.0002366218],"category_scores_gemma":[0.0001380813,0.0001444907,0.00005200048,0.0003393105,0.00002531578,0.0001766302,0.00003348176,0.0002594118,0.000006279494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104051,"about_ca_system_score_gemma":0.0001448438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628837,"about_ca_topic_score_gemma":0.000745339,"domain_scores_codex":[0.9976166,0.0008161365,0.0004225545,0.0003817569,0.0004667549,0.0002962245],"domain_scores_gemma":[0.9989463,0.0002277411,0.0002371207,0.0003242811,0.0001936972,0.00007083805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04366549,0.009345407,0.0102746,0.0008458574,0.000517464,0.0001300445,0.04548799,0.00146472,0.8258305,0.00202834,0.0004292183,0.0599804],"study_design_scores_gemma":[0.02334538,0.007420431,0.6611933,0.001665812,0.0004549302,0.000178971,0.006801591,0.009626341,0.2830763,0.005636981,0.00004142459,0.0005584909],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958842,0.00003203869,0.0005864056,0.0005603407,0.0002952378,0.002493641,0.00003987911,0.00003489331,0.00007332017],"genre_scores_gemma":[0.9989128,0.00002469868,0.0003833825,0.0004310908,0.00002934321,0.00009114727,0.00006430607,0.00002621207,0.00003701784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6509187,"threshold_uncertainty_score":0.5892158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871183955096841,"score_gpt":0.3837383867227639,"score_spread":0.3250265471717955,"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."}}