{"id":"W3033611978","doi":"10.12968/bjom.2020.28.6.344","title":"Obesity in pregnancy","year":2020,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Obesity; Pregnancy; Medicine; Obstetrics; Endocrinology; Biology","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":[0.0001565962,0.00004104923,0.0001677818,0.00006416476,0.00001593259,0.00002173773,0.00007435373,0.00002218243,0.0001894328],"category_scores_gemma":[0.0004778237,0.00004535992,0.00007057019,0.0001410958,0.00002081785,0.0001090074,0.00002979985,0.0002447033,0.00002023003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148892,"about_ca_system_score_gemma":0.00008978938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001443183,"about_ca_topic_score_gemma":0.000008977911,"domain_scores_codex":[0.9991724,0.00003764812,0.0002476271,0.00007018912,0.0003280525,0.00014403],"domain_scores_gemma":[0.9995298,0.00003074388,0.00006273602,0.00003472096,0.0001296587,0.0002122838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006141301,0.001473649,0.319463,0.001725652,0.0002703843,0.04318815,0.0004824053,0.0001788086,0.003428571,0.0004029606,0.1093156,0.5194567],"study_design_scores_gemma":[0.002209665,0.0004584139,0.9869449,0.001690142,0.00002053904,0.0005950657,0.0001198806,0.00008851338,0.0003109597,0.0002661048,0.007233616,0.00006224061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846002,0.008075291,0.0002248973,0.003820926,0.00005564257,0.0001650456,0.000004835817,0.000006796937,0.003046387],"genre_scores_gemma":[0.9950234,0.002528482,0.000985433,0.001034132,0.0001203156,0.000001875516,0.000003566244,0.000006667944,0.0002961158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6674818,"threshold_uncertainty_score":0.2074156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722991135567762,"score_gpt":0.2722692341985826,"score_spread":0.2450393228429049,"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."}}