{"id":"W4366158320","doi":"10.1101/2023.04.14.23288565","title":"Stillbirths: contribution of preterm birth and size-for-gestational age for 119.6 million total births from nationwide records in 12 countries, 2000 to 2020","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Children's Investment Fund Foundation","keywords":"Interquartile range; Medicine; Gestational age; Obstetrics; Small for gestational age; Population; Gestation; Pregnancy; Birth weight; Pediatrics; Internal medicine; Biology; Environmental health","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":[0.002561599,0.0004443562,0.000599623,0.003030342,0.0002739491,0.0008884586,0.0008214759,0.0005082054,0.001605335],"category_scores_gemma":[0.008372112,0.0005490481,0.001558175,0.005037074,0.0002863483,0.0008703347,0.001187617,0.0006998042,0.0004233824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005223933,"about_ca_system_score_gemma":0.0006133722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02587269,"about_ca_topic_score_gemma":0.01837606,"domain_scores_codex":[0.9974768,0.0007474336,0.0005070277,0.0006113152,0.0003818802,0.0002754943],"domain_scores_gemma":[0.9935847,0.001335146,0.003486968,0.0004999128,0.0007870398,0.000306146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008372106,0.000006160603,0.9956964,0.0001344492,0.000372945,0.0000544398,0.00004181255,0.0001656414,0.00008907684,0.00003099121,0.0006801005,0.00264417],"study_design_scores_gemma":[0.000009586462,0.00003368762,0.9981564,0.00007867719,0.0002260032,0.0002151195,0.0002458701,0.0003050454,0.00007345077,0.00002404496,0.0006251454,0.000007002785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354913,0.006049912,0.001001839,0.0003213678,0.00008570086,0.00004140521,0.05583991,0.00006324304,0.001105325],"genre_scores_gemma":[0.9680415,0.002752374,0.0005574812,0.00008606046,0.00004948385,0.00006205422,0.02813744,0.00001543282,0.0002981746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02587269,"threshold_uncertainty_score":0.05144423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182236821713334,"score_gpt":0.2915450650858676,"score_spread":0.2733213829145342,"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."}}