{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004629402,0.0002416299,0.002208526,0.0002644863,0.00003529709,0.000008716904,0.000590251,0.0002095573,0.0004287879],"category_scores_gemma":[0.007383416,0.0001816947,0.000495729,0.000258527,0.0004078445,0.00003437906,0.0003040426,0.0009223302,0.0002064901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006016472,"about_ca_system_score_gemma":0.001495754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005504502,"about_ca_topic_score_gemma":0.00006102373,"domain_scores_codex":[0.9967313,0.0001547617,0.001057909,0.0003924565,0.001272628,0.0003909818],"domain_scores_gemma":[0.9973457,0.0006682659,0.000594716,0.0007480105,0.0001192363,0.0005241151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008425177,0.0004498368,0.004715128,0.02506669,0.00011798,0.0003008665,0.000006915281,1.040137e-7,1.751132e-10,0.000008676256,0.0009453593,0.96838],"study_design_scores_gemma":[0.0004635847,0.0003212696,0.01153557,0.03103296,0.0002320425,0.000003361592,0.000002221562,0.00002030733,3.769319e-9,0.00002554459,0.9562361,0.0001270135],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005079614,0.9953121,0.00004072506,0.0002018668,0.000134166,0.000996516,0.00004686179,0.00001518198,0.003201796],"genre_scores_gemma":[0.00003969601,0.9975004,0.0003619801,0.0001624208,0.00009764299,0.0001149379,0.0005102452,0.00002603787,0.00118669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.968253,"threshold_uncertainty_score":0.8839172,"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."}}