{"id":"W4375955436","doi":"10.1111/1471-0528.17505","title":"Vulnerable newborn types: Analysis of population‐based registries for 165 million births in 23 countries, 2000–2021","year":2023,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Small for gestational age; Gestational age; Population; Demography; Medicine; Geography; Pediatrics; Pregnancy; Environmental health; Biology","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":[0.00483242,0.0004324227,0.0006928814,0.004314544,0.0002893216,0.0008293256,0.0006878059,0.0004813782,0.0008501415],"category_scores_gemma":[0.008204445,0.0005091648,0.001473728,0.005561258,0.0002693286,0.001081428,0.001260665,0.0005002832,0.0002836821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007633745,"about_ca_system_score_gemma":0.001115059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424772,"about_ca_topic_score_gemma":0.01148847,"domain_scores_codex":[0.9976543,0.0006948584,0.0005449379,0.0004671723,0.0003982362,0.0002404684],"domain_scores_gemma":[0.9923062,0.001106862,0.004863471,0.0005161525,0.0007413061,0.0004659668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001080263,0.00001051278,0.9965538,0.00009738138,0.0002292741,0.00004479375,0.00006660674,0.0002271055,0.00007040576,0.00003386311,0.0005770316,0.001981229],"study_design_scores_gemma":[0.00001454805,0.0000533688,0.9986022,0.00006715624,0.00009011703,0.0001781114,0.0002067288,0.0002737661,0.00005633053,0.00001684694,0.0004347922,0.00000603382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619966,0.002275613,0.0007178254,0.0001355088,0.00002118775,0.00007493943,0.03424281,0.00004074915,0.0004947358],"genre_scores_gemma":[0.9671897,0.001578058,0.001205111,0.0000974726,0.0000236767,0.000224966,0.02951467,0.00001187919,0.000154648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424772,"threshold_uncertainty_score":0.02832955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05939044237675913,"score_gpt":0.4189918422708748,"score_spread":0.3596013998941157,"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."}}