{"id":"W4407133189","doi":"10.1159/000543956","title":"Neonatal Care in Low- and Middle-Income Countries: A Fresh Look","year":2025,"lang":"en","type":"editorial","venue":"Neonatology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Bill and Melinda Gates Foundation","keywords":"Low and middle income countries; Medicine; Neonatal mortality; Pediatrics; Intensive care medicine; Environmental health; Developing country; Infant mortality; Economics; Economic growth; Population","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001199166,0.0003530727,0.001048439,0.0002923067,0.00006844405,0.00001671663,0.0001981491,0.001462833,0.0001359113],"category_scores_gemma":[0.000282227,0.0003179077,0.00008382195,0.0001448892,0.0001856806,0.00003151203,0.0002052547,0.001285131,0.00006002698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106485,"about_ca_system_score_gemma":0.001320142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607028,"about_ca_topic_score_gemma":0.002921131,"domain_scores_codex":[0.9978141,0.00007438828,0.0005023793,0.0005950439,0.0004161404,0.0005980104],"domain_scores_gemma":[0.9986929,0.0003945318,0.000128297,0.0003356459,0.0002599672,0.0001886333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002880834,0.00007521491,0.05445012,0.03438095,0.0001856741,0.004951875,0.001532175,8.315952e-7,3.935526e-7,0.002426196,0.8972338,0.00188194],"study_design_scores_gemma":[0.003390409,0.0003192998,0.002959086,0.005565236,0.00009271541,0.000135584,0.0002575909,0.000003439718,0.000007421464,0.0003824818,0.9866614,0.0002253311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.08591234,0.04601963,0.000003788965,0.002404358,0.8578382,0.0009260366,0.001098706,0.000118237,0.005678663],"genre_scores_gemma":[0.08268709,0.01466441,0.0003925521,0.006407493,0.8847599,0.0001754542,0.002236645,0.0001458942,0.008530551],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08942761,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004018901118999565,"score_gpt":0.2639820612702353,"score_spread":0.2599631601512358,"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."}}