{"id":"W4387601309","doi":"10.1038/s41366-023-01382-6","title":"Gestational weight loss and fetal growth in uncomplicated pregnancies among women with obesity: a population-based retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Ottawa Public Health; Queen's University; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational age; Obstetrics; Body mass index; Small for gestational age; Pregnancy; Birth weight; Population; Gestation; Obesity; Cohort study; Retrospective cohort study; Weight gain; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009448706,0.0003321106,0.0004154845,0.0008947644,0.000685379,0.000682272,0.0005353959,0.0004003633,0.0007317599],"category_scores_gemma":[0.002940516,0.0005671129,0.0005986394,0.002072235,0.0003550016,0.0003957819,0.0004794131,0.0005088101,0.0001226602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009858,"about_ca_system_score_gemma":0.001456829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1370216,"about_ca_topic_score_gemma":0.1439379,"domain_scores_codex":[0.9991498,0.0001567404,0.000115559,0.0002608913,0.0001826209,0.0001343883],"domain_scores_gemma":[0.9982287,0.0002005683,0.0008991669,0.0002404019,0.0002222722,0.0002089144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003355554,0.000006825216,0.9993913,0.00000765277,0.00005418263,0.00005107551,0.00004339495,0.00001258761,0.00006796368,0.000007540839,0.00004976214,0.0002741063],"study_design_scores_gemma":[0.000007379999,0.00004219441,0.9992253,0.00001127896,0.0000558879,0.0002133036,0.000129883,0.0001080824,0.00002190038,0.000009122004,0.0001717508,0.000003957129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975459,0.0004793732,0.0001719477,0.00004890965,0.000006570742,0.00003118594,0.001402924,0.000004369738,0.0003089691],"genre_scores_gemma":[0.9987707,0.0002750104,0.000143349,0.00003911435,0.000006050698,0.00002625072,0.0006200105,0.00000241486,0.0001171652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1370216,"threshold_uncertainty_score":0.272448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008904801873251832,"score_gpt":0.2704719386586409,"score_spread":0.2615671367853891,"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."}}