{"id":"W4381308633","doi":"10.1111/ppe.12994","title":"The clinical performance and population health impact of birthweight‐for‐gestational age indices at term gestation","year":2023,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Public Health Agency of Canada; Cancer Care Nova Scotia; Technical University of Nova Scotia; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational age; Small for gestational age; Gestation; Apgar score; Population; Obstetrics; Odds ratio; Odds; Pediatrics; Pregnancy; Logistic regression; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001896021,0.00009527805,0.000381264,0.00007600605,0.0002998513,0.000002620946,0.00003419306,0.00008383601,0.000004534033],"category_scores_gemma":[0.001124345,0.00005841318,0.00008179524,0.0001256849,0.000212394,0.0000517307,0.00005666246,0.0001125415,0.000002724477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284535,"about_ca_system_score_gemma":0.00005706637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115595,"about_ca_topic_score_gemma":0.00004060392,"domain_scores_codex":[0.9988186,0.000215059,0.000488977,0.0001914446,0.00006124421,0.000224705],"domain_scores_gemma":[0.9947336,0.004803764,0.0002626749,0.00008707337,0.00003016456,0.00008270241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002363136,0.000006462474,0.9355298,0.0002502475,0.00004194584,0.00000116313,0.0002448304,0.00001038796,0.000001385208,0.000732351,0.0007339763,0.06221117],"study_design_scores_gemma":[0.0006431601,0.000835584,0.9945139,0.00002667656,0.00002235975,0.00002559156,0.00003012712,0.001405065,4.210913e-7,0.001327453,0.001116698,0.00005291897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899263,0.007825452,0.00004538171,0.001664804,0.0001099021,0.0002848356,0.0000589557,0.00002439181,0.00005996717],"genre_scores_gemma":[0.9614574,0.03745917,0.0003997174,0.0001491759,0.0001507362,0.00003433521,0.0002201435,0.000006374124,0.0001228995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06215825,"threshold_uncertainty_score":0.2382021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0807137125175932,"score_gpt":0.4168532463973189,"score_spread":0.3361395338797257,"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."}}