{"id":"W4387899758","doi":"10.1093/ije/dyad137","title":"Cohort Profile Update: Project Viva mothers","year":2023,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Environmental Health Sciences; National Institute on Aging; National Institutes of Health","keywords":"Population; Pilgrim; Medicine; Gerontology; Family medicine; Public health; Population health; Health care; Library science; History; Nursing; Political science; Environmental health; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00695341,0.0007938194,0.001092289,0.002132684,0.0008093964,0.001596324,0.002039645,0.001053941,0.04511379],"category_scores_gemma":[0.02600463,0.001057625,0.001109235,0.003044675,0.0001040259,0.001280694,0.002736354,0.001158331,0.01589915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007624017,"about_ca_system_score_gemma":0.003054275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02145451,"about_ca_topic_score_gemma":0.02306819,"domain_scores_codex":[0.9974909,0.0009206056,0.0003747676,0.0004753734,0.0005107374,0.0002275705],"domain_scores_gemma":[0.9878131,0.002345716,0.001348472,0.002986952,0.004681654,0.0008242784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001622293,0.00008154242,0.05890598,0.001334395,0.0005606165,0.0001432508,0.0002847036,0.000287152,0.0003565164,0.001824246,0.8919817,0.04261769],"study_design_scores_gemma":[0.001532549,0.0003294886,0.1344854,0.001549617,0.0005711754,0.0004652262,0.0002453146,0.0007933427,0.0003988695,0.001723032,0.8578192,0.00008670009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007889228,0.0007809153,0.005443523,0.0007709143,0.0004505243,0.002161745,0.9725672,0.0007575201,0.009178385],"genre_scores_gemma":[0.02339474,0.00159464,0.01671917,0.001558833,0.000374583,0.02323913,0.9094793,0.0007797775,0.02285984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04511379,"threshold_uncertainty_score":0.1509207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704805078094832,"score_gpt":0.431366834683794,"score_spread":0.3608863268743108,"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."}}