{"id":"W4393314622","doi":"10.20944/preprints202403.1744.v1","title":"Exploring Trends in Neonatal Mortality among Infants ≤ 32 weeks Gestational Age at Birth in Latin America and the Caribbean units using the EpicLatino Network Database Compared to Canadian Neonatal Network 2022","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; B.C. Women's Hospital & Health Centre; Dalhousie University; University of British Columbia Hospital","funders":"","keywords":"Latin Americans; Neonatal mortality; Gestational age; Medicine; Geography; Demography; Obstetrics; Infant mortality; Pregnancy; Political science; Environmental health; Biology; Population; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002692465,0.0006411056,0.0009480523,0.0004901758,0.00121215,0.00004555916,0.0009381308,0.0003445912,0.0009519684],"category_scores_gemma":[0.0002847843,0.0004912689,0.0001194996,0.001718696,0.0003726358,0.0001917409,0.006587192,0.004626538,0.0001259894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371447,"about_ca_system_score_gemma":0.001182124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.789477,"about_ca_topic_score_gemma":0.8974878,"domain_scores_codex":[0.9925463,0.002239053,0.001575822,0.001368782,0.0006987613,0.001571283],"domain_scores_gemma":[0.9961656,0.001066405,0.0005173562,0.001406779,0.0001671067,0.0006767725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000404938,0.000008890624,0.9462963,0.0005447504,0.0000795561,0.0004029325,0.02340278,0.02540423,0.000004003047,0.0006778911,0.0002795231,0.002494208],"study_design_scores_gemma":[0.000864626,0.000009157677,0.9701999,0.001988338,0.00003991158,0.00000882235,0.002682123,0.01390395,0.000005312705,0.0015616,0.008249292,0.0004869583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891855,0.0008170707,0.00001445679,0.00271978,0.001975038,0.002254756,0.001864698,0.00009191532,0.001076805],"genre_scores_gemma":[0.9943294,0.0002814511,0.0001301353,0.001170956,0.0007638148,0.001056746,0.001182102,0.00009436579,0.0009910305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080108,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3710162414830352,"score_gpt":0.4316696193994284,"score_spread":0.06065337791639319,"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."}}