{"id":"W4405190856","doi":"10.3390/nu16234242","title":"Describing Biological Vulnerability in Small, Vulnerable Newborns in Urban Burkina Faso (DenBalo): Gut Microbiota, Immune System, and Breastmilk Assembly","year":2024,"lang":"en","type":"article","venue":"Nutrients","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Universiteit Gent; Universitair Ziekenhuis Gent; Bill and Melinda Gates Foundation","keywords":"Gut flora; Immune system; Vulnerability (computing); Biology; Breast feeding; Immunology; Environmental health; Medicine; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004886779,0.0003580386,0.0001963786,0.0009161863,0.0008870998,0.0006849483,0.0002694655,0.0003300001,0.0008419429],"category_scores_gemma":[0.0009500658,0.0001664835,0.0001641221,0.0008359919,0.0002899949,0.0003473071,0.0007852894,0.000274184,0.000109235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007588953,"about_ca_system_score_gemma":0.0005510986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02754883,"about_ca_topic_score_gemma":0.04587181,"domain_scores_codex":[0.9998096,0.00005527536,0.00001512997,0.0000424569,0.00002219976,0.00005546329],"domain_scores_gemma":[0.999728,0.00003709658,0.0001295964,0.00001880187,0.00004285811,0.00004355932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004970768,0.00002952321,0.9929935,0.00003374787,0.00001840075,0.0002150359,0.001038921,0.00002846949,0.001735678,0.00003772232,0.00007290283,0.003746314],"study_design_scores_gemma":[0.000001950103,0.0000710829,0.9959083,0.0000379942,0.00001322348,0.0004050705,0.002594849,0.00008353906,0.0003304815,0.00006437139,0.000484833,0.000004364292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987221,0.0004527196,0.0001687345,0.00005666636,0.00000266352,0.0000210806,0.0003106804,0.000002112994,0.000263268],"genre_scores_gemma":[0.9985704,0.0003898287,0.0004676642,0.00004551419,0.000002626628,0.00003847413,0.0002614156,0.000001272783,0.0002227148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02754883,"threshold_uncertainty_score":0.05477691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895604729159773,"score_gpt":0.2626929730625773,"score_spread":0.2337369257709795,"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."}}