{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009272756,0.0003109723,0.0004574966,0.001470098,0.000351239,0.000535098,0.0008286159,0.0003509535,0.000660305],"category_scores_gemma":[0.02949954,0.000369077,0.0006155393,0.001164151,0.0006791672,0.0003173387,0.0009082331,0.0002686572,0.0001007284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008548998,"about_ca_system_score_gemma":0.0008184689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05369584,"about_ca_topic_score_gemma":0.05988457,"domain_scores_codex":[0.9956293,0.002033064,0.0006074646,0.0006318002,0.0008536253,0.0002447371],"domain_scores_gemma":[0.989015,0.005039408,0.002825865,0.0009606255,0.001869963,0.0002890406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008361044,0.00002157683,0.9839447,0.0001509305,0.0001177454,0.00005692011,0.003625302,0.0000688851,0.0003768009,0.000113519,0.0002087202,0.01123135],"study_design_scores_gemma":[0.000009293202,0.00006623017,0.9952867,0.00016897,0.0000638901,0.000175971,0.00191847,0.0006131218,0.0003190571,0.0001197749,0.001247118,0.00001129617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938135,0.001428572,0.001045887,0.0002716578,0.00003348991,0.00005923339,0.0006828291,0.00001562107,0.002649182],"genre_scores_gemma":[0.9976217,0.0005416384,0.001099929,0.00005541681,0.000007082197,0.00006375663,0.0003857493,0.000005866596,0.0002188041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05369584,"threshold_uncertainty_score":0.1067666,"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."}}