{"id":"W2988031867","doi":"10.1186/s12884-019-2571-5","title":"Maternal BMI and nutritional status in early pregnancy and its impact on neonatal outcomes at birth in Bangladesh","year":2019,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Barts and The London School of Medicine and Dentistry; European Commission; University of Southampton; Queen Mary University of London","keywords":"Reproductive medicine; Medicine; Pregnancy; Obstetrics; Body mass index; Environmental health; Gynecology; Internal medicine","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":[0.0006031213,0.0002799343,0.0002784756,0.0005513899,0.0002821984,0.0004341841,0.0003228502,0.0002999381,0.001546895],"category_scores_gemma":[0.001776422,0.000210438,0.0002038289,0.0009540092,0.000263064,0.0002345621,0.0004052741,0.0004910085,0.0002577883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006647273,"about_ca_system_score_gemma":0.0004897266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654861,"about_ca_topic_score_gemma":0.01530965,"domain_scores_codex":[0.9996551,0.0001060553,0.00005480254,0.00006155747,0.0000632615,0.00005915173],"domain_scores_gemma":[0.9992052,0.0001420551,0.0003582053,0.00004057726,0.00008671264,0.0001673084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140268,0.0000273172,0.9963776,0.00002542506,0.00002302215,0.00019864,0.0002218154,0.00002818431,0.0002809438,0.00003070401,0.00007851924,0.002593846],"study_design_scores_gemma":[0.000003984294,0.00008360268,0.9988086,0.00003005945,0.00001241852,0.0002832683,0.0004226842,0.00005713732,0.00004961446,0.00002895711,0.0002154652,0.000004222585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973665,0.001020078,0.00004542448,0.000199056,0.000007867257,0.000009563431,0.0005354155,0.000002120058,0.0008140344],"genre_scores_gemma":[0.9986469,0.0008284652,0.00008461465,0.00002400826,0.00000474141,0.00001365909,0.0002092101,0.000001113872,0.0001873014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654861,"threshold_uncertainty_score":0.03290457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141203145715089,"score_gpt":0.2741713985192141,"score_spread":0.2627593670620632,"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."}}