{"id":"W4377021629","doi":"10.3390/microorganisms11051328","title":"Microbial Interventions to Improve Neonatal Gut Health","year":2023,"lang":"en","type":"review","venue":"Microorganisms","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"Agriculture Funding Consortium","keywords":"Dysbiosis; Psychological intervention; Immune system; Gut flora; Biology; Gut microflora; Immunology; Intensive care medicine; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003722866,0.000561758,0.001229645,0.0002324112,0.0002237922,0.00008218223,0.0006691801,0.0005321247,0.0001165614],"category_scores_gemma":[0.0000492848,0.000543849,0.0009263245,0.0003645391,0.0000564327,0.000002496748,0.0006922648,0.0003880827,0.003405396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798744,"about_ca_system_score_gemma":0.001124783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042596,"about_ca_topic_score_gemma":0.0004137688,"domain_scores_codex":[0.9970098,0.0001668468,0.0009652071,0.0009895976,0.00009743638,0.0007710973],"domain_scores_gemma":[0.9984003,0.00001325736,0.0003709322,0.0007994934,0.00007016168,0.0003459073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001158233,0.0001105884,5.554309e-7,0.03535197,0.0002711654,0.00001538749,0.0001242739,2.012092e-7,0.1465199,0.00003923254,0.1291426,0.6884125],"study_design_scores_gemma":[0.0002120303,0.0003913403,0.000004063895,0.004614512,0.0001204293,0.0001089645,0.00002257574,1.541461e-8,0.001453108,0.000005346436,0.9925805,0.000487166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009381888,0.9946304,0.0007564691,0.0002946759,0.001341322,0.001588886,0.001169845,0.00008352963,0.00004103224],"genre_scores_gemma":[0.000007186746,0.9834087,0.00149537,0.0008958213,0.0008386016,0.00008622283,0.003396612,0.0002392841,0.009632135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8634378,"threshold_uncertainty_score":0.9997013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650975678871765,"score_gpt":0.3773869852998251,"score_spread":0.3308772285111074,"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."}}