{"id":"W2308356833","doi":"10.1111/ppe.12254","title":"Implications of Using a Fetuses‐at‐Risk Approach When Fetuses Are Not at Risk","year":2015,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Gestation; Fetus; Gestational age; Live birth; Pregnancy; Obstetrics; Pediatrics","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":[0.001809294,0.0002306123,0.0009018581,0.0001821873,0.0002768591,0.000002972282,0.0001144282,0.0002983387,0.00006170048],"category_scores_gemma":[0.002856301,0.000187634,0.0001150531,0.0002113331,0.0002619448,0.00005677522,0.0002551195,0.000355918,0.00002150609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524237,"about_ca_system_score_gemma":0.0002826805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234697,"about_ca_topic_score_gemma":0.00009805883,"domain_scores_codex":[0.9976794,0.0004564669,0.0007202327,0.0005086138,0.0001281307,0.0005071212],"domain_scores_gemma":[0.9972737,0.0009777612,0.0007067398,0.0003718115,0.0001585059,0.0005115168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002641008,0.00006765499,0.9897431,0.0002897316,0.0000572463,0.000003598148,0.0007983207,0.00002396075,0.00002237781,0.00314798,0.003213389,0.002368522],"study_design_scores_gemma":[0.001647322,0.0002281992,0.9786615,0.00001618063,0.0002053917,0.0003569465,0.0003204667,0.001289835,0.0000239808,0.008202764,0.00882795,0.0002194506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835786,0.008693124,0.00289141,0.001817412,0.0001825621,0.0004231026,0.000324693,0.00005643969,0.002032713],"genre_scores_gemma":[0.9249248,0.04692004,0.02635334,0.001152786,0.0003812956,0.00004011824,0.00008283801,0.00002807625,0.000116708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05865375,"threshold_uncertainty_score":0.7651492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304421163891795,"score_gpt":0.3530355368654397,"score_spread":0.2225934204762602,"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."}}