{"id":"W3152139676","doi":"10.1007/s11695-021-05369-y","title":"Adverse Neonatal and Obstetric Outcomes in a 20-year Brazilian Retrospective Cohort of Pregnancies after Bariatric Surgery","year":2021,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Retrospective cohort study; Small for gestational age; Sleeve gastrectomy; Population; Relative risk; Pediatrics; Risk factor; Obstetrics; Pregnancy; Cohort; Gestational age; Obesity; Surgery; Weight loss; Gastric bypass; Confidence interval; Internal medicine; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001022834,0.0003220067,0.001724699,0.0009064175,0.00006339537,0.00001908528,0.00006086284,0.0002581451,0.0004883519],"category_scores_gemma":[0.003717263,0.0002996516,0.0006018451,0.001850524,0.0001377193,0.000289287,0.0001379266,0.0003521483,0.00002528739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699752,"about_ca_system_score_gemma":0.0006033593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774421,"about_ca_topic_score_gemma":0.0001387984,"domain_scores_codex":[0.9972632,0.0002131563,0.0008380333,0.0006052469,0.0005650919,0.000515271],"domain_scores_gemma":[0.9951246,0.003625454,0.0002279731,0.0005470815,0.0002503225,0.0002245496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001962996,0.0003116304,0.9951579,0.0002842513,0.0001705334,0.001564965,0.0001789868,6.18302e-7,0.00002917263,0.00003829615,0.000912017,0.001155333],"study_design_scores_gemma":[0.0005246844,0.00001583663,0.9973553,0.000222619,0.0001809114,0.0001103664,0.0002126446,0.000005453136,0.0005726923,0.00007361285,0.0004426991,0.0002831512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934842,0.004294743,0.000008406309,0.0003761888,0.0009489136,0.0002938884,0.00005891913,0.0000603238,0.0004744406],"genre_scores_gemma":[0.9967461,0.000992431,0.0001615863,0.0002409166,0.00009303372,0.00002942923,0.00005415575,0.00003352775,0.001648846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003412297,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009319674835319165,"score_gpt":0.222284692139473,"score_spread":0.2129650173041538,"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."}}