{"id":"W3109030540","doi":"10.1186/s12884-020-03354-4","title":"Agreement between self-reported pre-pregnancy weight and measured first-trimester weight in Brazilian women","year":2020,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universidade Federal do Espírito Santo; Universidade Federal do Rio de Janeiro; Ministério da Saúde; Fundação de Amparo à Pesquisa e Inovação do Espírito Santo; Bill and Melinda Gates Foundation; Fundação de Amparo à Pesquisa e ao Desenvolvimento Científico e Tecnológico do Maranhão; Fundação de Amparo à Pesquisa do Estado da Bahia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade de São Paulo; Bristol-Myers Squibb Foundation; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade do Estado do Rio de Janeiro; Fundação Oswaldo Cruz; Universidade Federal de Pelotas; Universidade Federal do Rio Grande do Sul; Pan American Health Organization; Universidade Federal do Maranhão; Fundação de Amparo à Pesquisa do Estado de São Paulo; Bristol-Myers Squibb","keywords":"Medicine; Reproductive medicine; Pregnancy; Obstetrics; Fetal weight; First trimester; Gynecology; Birth weight; Gestation","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":[0.0001699794,0.0002834924,0.0004501682,0.0001537039,0.0001166487,0.00005064759,0.0001258042,0.00009674027,0.0001219712],"category_scores_gemma":[0.0001218682,0.0002401416,0.00005734641,0.0002772665,0.0000738951,0.0002017792,0.0001772445,0.0002574182,0.00002602943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007445984,"about_ca_system_score_gemma":0.000134927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001932934,"about_ca_topic_score_gemma":0.0000539999,"domain_scores_codex":[0.9976951,0.0000905343,0.0004698343,0.0006232086,0.0005294944,0.0005917512],"domain_scores_gemma":[0.9988868,0.00007773062,0.0001141654,0.0003024774,0.00007052047,0.0005482967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001722147,0.0002719422,0.9753911,0.002105518,0.0004511836,0.0001108541,0.003855771,0.000003499806,0.0000470046,0.0001897967,0.0003854057,0.01701568],"study_design_scores_gemma":[0.005145496,0.0006411068,0.980266,0.002205213,0.0001099384,0.000007348443,0.0001145964,0.0001557674,0.0002388738,0.0003366496,0.01050122,0.0002778111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758182,0.01460828,0.0002467998,0.002709044,0.00005340975,0.002344067,0.00004375237,0.000142166,0.004034315],"genre_scores_gemma":[0.9939358,0.003210606,0.001082152,0.0005360912,0.0001121047,0.0002549929,0.00007709335,0.00003216104,0.0007589544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811768,"threshold_uncertainty_score":0.9792688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230051502292394,"score_gpt":0.2560589756449889,"score_spread":0.233758460622065,"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."}}