{"id":"W4403285028","doi":"10.1038/s41390-024-03620-7","title":"Prenatal maternal diabetes, comorbidities, and risk for neurodevelopmental impairment in the first two years","year":2024,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Prenatal exposure; Pediatrics; Pregnancy; Endocrinology; Genetics; Gestation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002173678,0.00009173853,0.0001125019,0.0004832863,0.0001279222,0.0001992246,0.0001710052,0.00002624678,0.00005886055],"category_scores_gemma":[0.0002132003,0.00006538821,0.00004146513,0.0004913179,0.00007926831,0.00009111628,0.0001750162,0.0004212132,0.00004983753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121253,"about_ca_system_score_gemma":0.0001748406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002806344,"about_ca_topic_score_gemma":0.00007451665,"domain_scores_codex":[0.9979445,0.0001189655,0.0001811414,0.0002919431,0.0008900002,0.0005734573],"domain_scores_gemma":[0.9988257,0.0008242556,0.00001395379,0.0001508858,0.00006656199,0.0001186332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029281,0.0001552407,0.9263816,0.001604488,0.00005862383,0.0002334572,0.0007324558,0.00001046613,0.000006692625,0.0006577105,0.05535144,0.01470488],"study_design_scores_gemma":[0.001028407,0.0004051123,0.9715251,0.00005568727,0.00002659521,0.000007940362,0.0001601741,0.002463309,0.00002457238,0.0007826395,0.02344856,0.00007189651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939837,0.002211365,0.00001248706,0.001804785,0.0001018757,0.001352186,0.00008338071,0.0000235953,0.0004265606],"genre_scores_gemma":[0.9942589,0.003583256,0.000300387,0.0001018333,0.0003537172,0.0005858905,0.00007224118,0.00001935917,0.0007243805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04514349,"threshold_uncertainty_score":0.2666454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355494376862095,"score_gpt":0.350236458613493,"score_spread":0.316681514844872,"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."}}