{"id":"W3092527654","doi":"10.1186/s12905-020-01093-4","title":"Perspectives on the psychological and emotional burden of having gestational diabetes amongst low-income women in Cape Town, South Africa","year":2020,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"African Population and Health Research Center; International Development Research Centre","keywords":"Cape; Gestational diabetes; Low income; Psychology; Medicine; Environmental health; Gerontology; Socioeconomics; Geography; Pregnancy; Gestation; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007854506,0.000118911,0.0002770697,0.0001328097,0.00008286072,0.00002043334,0.0001020254,0.00003306644,0.0005523242],"category_scores_gemma":[0.0005995483,0.00008347414,0.00003257551,0.0002908845,0.0001439359,0.00004791197,0.00006461305,0.0002245124,0.00001643094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373692,"about_ca_system_score_gemma":0.0001893927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288209,"about_ca_topic_score_gemma":0.000002131775,"domain_scores_codex":[0.9981578,0.0001669766,0.0002847613,0.000320509,0.0005159063,0.0005540207],"domain_scores_gemma":[0.9989225,0.0003639417,0.00009708278,0.0001284723,0.00008408628,0.0004038692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001866121,0.00155047,0.4979898,0.003293285,0.0002481384,0.000041948,0.4653776,0.0009049678,0.0007998883,0.020092,0.001969575,0.005866184],"study_design_scores_gemma":[0.001309803,0.001545164,0.9436001,0.0001392558,0.000002188869,6.203612e-7,0.05074986,0.001352708,0.000004773536,0.0009783073,0.000235427,0.0000817589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855316,0.0001891271,0.00002790573,0.01274596,0.00001419534,0.000573235,0.00004577997,0.00001939147,0.000852846],"genre_scores_gemma":[0.9978927,0.00006294257,0.0004888235,0.001043648,0.00008415356,0.0001632368,0.00001747863,0.00001064356,0.0002364137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4456103,"threshold_uncertainty_score":0.6047562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209810563117533,"score_gpt":0.3120831283597441,"score_spread":0.2699850227285687,"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."}}