{"id":"W2132410770","doi":"10.1016/s1701-2163(16)32863-8","title":"Obesity in Pregnancy: Pre-Conceptional to Postpartum Consequences","year":2008,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pregnancy; Gestational diabetes; Obstetrics; Obesity; Caesarean section; Fetal macrosomia; Weight loss; Fetus; Gynecology; Gestation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001491017,0.000181434,0.00106474,0.0006321679,0.00005520002,0.00001319323,0.000153232,0.0001341729,0.0001685041],"category_scores_gemma":[0.003690079,0.0001403626,0.0001191914,0.0005009276,0.00009345562,0.00004524825,0.00006587935,0.000501513,0.000002104091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508713,"about_ca_system_score_gemma":0.00840548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055131,"about_ca_topic_score_gemma":0.01267237,"domain_scores_codex":[0.9982051,0.0001117206,0.0006704417,0.0001790464,0.0005304164,0.0003033038],"domain_scores_gemma":[0.9971062,0.001730476,0.0003555155,0.0001000977,0.0003262429,0.0003814443],"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":[0.000003604561,0.0001127136,0.006981577,0.003797862,0.0002262148,0.009034202,0.00003724844,0.00001187916,5.494198e-8,0.0001570085,0.007614873,0.9720228],"study_design_scores_gemma":[0.0006676547,0.0005339878,0.1095832,0.001432298,0.0001281221,0.0002416682,0.00002335205,0.00000211507,1.284189e-7,0.00005887193,0.8871977,0.0001308859],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002012051,0.9947454,0.000003107358,0.0002958604,0.001860306,0.0005676733,0.00004757452,0.000001473114,0.0004665073],"genre_scores_gemma":[0.00261813,0.9961453,0.0003199409,0.0002492146,0.00002460142,0.00001970739,0.00002434992,0.00001071359,0.0005880566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9718919,"threshold_uncertainty_score":0.9972159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329535063136265,"score_gpt":0.3099676381599281,"score_spread":0.2770141318463016,"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."}}