{"id":"W6957725346","doi":"10.60692/vfkpr-m4c59","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":"Greater South Information System","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gestational age; Small for gestational age; Live birth; Statistical analysis; Premature birth; Birth weight; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009863827,0.0001447006,0.0004604105,0.001216887,0.0003724506,0.00002010793,0.0001319542,0.0001983811,0.0001351901],"category_scores_gemma":[0.00008732753,0.0001193447,0.0001006878,0.001887146,0.00001474987,0.000333445,0.00003406951,0.0001550162,0.0005310918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057953,"about_ca_system_score_gemma":0.0002147012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232633,"about_ca_topic_score_gemma":0.0001890104,"domain_scores_codex":[0.9977222,0.0002176714,0.001226937,0.0001494063,0.0003208002,0.000362997],"domain_scores_gemma":[0.9984359,0.0001309804,0.0006181042,0.0003291346,0.0004046717,0.00008127941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750431,0.000001379374,0.9683331,0.003971218,0.0000697565,0.000001354924,0.02383417,0.00222275,2.830862e-7,0.0003560738,0.0005963853,0.0003384615],"study_design_scores_gemma":[0.002082364,0.00007018582,0.8903373,0.001265538,0.0001591547,8.187906e-7,0.02744335,0.05860776,0.00007778822,0.00001217448,0.01967391,0.0002696033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902411,0.0000184175,0.00373644,0.0003367613,0.0006232763,0.001312009,0.002735998,0.0001791107,0.0008169033],"genre_scores_gemma":[0.9953849,0.000001864152,0.0001647167,0.0002169578,0.00006460632,0.0002747771,0.001546642,0.00001139144,0.002334202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07799578,"threshold_uncertainty_score":0.6826288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07265966295158016,"score_gpt":0.3406786594153231,"score_spread":0.2680189964637429,"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."}}