{"id":"W2768897691","doi":"10.1016/j.mcna.2017.08.008","title":"Obesity in Pregnancy","year":2017,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Pregnancy; Obesity; Breastfeeding; Obstetrics; Weight loss; Offspring; Population; Pediatrics; Endocrinology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009897538,0.00099252,0.001745248,0.005012867,0.0003374324,0.001843345,0.0007161457,0.00141844,0.005795854],"category_scores_gemma":[0.002476153,0.0004685618,0.0009073642,0.004621248,0.000475692,0.001417685,0.00131637,0.001904254,0.0008931835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007080805,"about_ca_system_score_gemma":0.002394373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003476942,"about_ca_topic_score_gemma":0.008127684,"domain_scores_codex":[0.9995683,0.00009362567,0.0001150561,0.00006183029,0.0001191753,0.00004196354],"domain_scores_gemma":[0.9990711,0.0004879977,0.0002666988,0.00001780102,0.00009355306,0.0000627519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001267904,0.00008365802,0.0007676998,0.06599891,0.0004140119,0.0002066593,0.0001223867,0.0001495186,0.0002365274,0.001516757,0.03348127,0.896896],"study_design_scores_gemma":[0.0001709742,0.0001786085,0.006109639,0.1117703,0.002873373,0.002703011,0.0003038964,0.0001369941,0.0001969485,0.0020353,0.8734608,0.00006017451],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005360257,0.9991432,0.00001545824,0.0002109,0.0001825322,0.000003415181,0.00001591751,0.000001667574,0.0003731385],"genre_scores_gemma":[0.0004916469,0.9987386,0.00005802568,0.0003086528,0.0002049704,0.000004983981,0.00002021171,5.659077e-7,0.0001723235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005795854,"threshold_uncertainty_score":0.01938909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347566653071079,"score_gpt":0.4673588971825055,"score_spread":0.3326022318753976,"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."}}