{"id":"W3005802558","doi":"10.1093/ije/dyaa039","title":"Cohort Profile: The Finnish Gestational Diabetes (FinnGeDi) Study","year":2020,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Novo Nordisk Fonden; Lastentautien Tutkimussäätiö; Signe ja Ane Gyllenbergin Säätiö; Novo Nordisk; Juho Vainion Säätiö; Medical Research Center Oulu; Yrjö Jahnssonin Säätiö; Terveyden ja hyvinvoinnin laitos; Sigrid Juséliuksen Säätiö; Suomen Lääketieteen Säätiö","keywords":"Gestational diabetes; Medicine; Cohort; Cohort study; Diabetes mellitus; Obstetrics; Pregnancy; Gestation; Internal medicine; Endocrinology; Biology","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":[0.001258731,0.0003662409,0.0005757643,0.002313055,0.001069549,0.001325159,0.0009741571,0.001101951,0.006924652],"category_scores_gemma":[0.005734067,0.000411951,0.0005340737,0.003158135,0.0001813856,0.0004916876,0.0006856906,0.0005838057,0.00156931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005905438,"about_ca_system_score_gemma":0.001369079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04034432,"about_ca_topic_score_gemma":0.03529432,"domain_scores_codex":[0.9986494,0.00019643,0.0001555314,0.0003657212,0.0003606942,0.0002722242],"domain_scores_gemma":[0.9976442,0.0002608537,0.0006169465,0.000416539,0.0006214166,0.0004399017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006044825,0.00005347439,0.9738714,0.0001726545,0.000371057,0.0009473457,0.0003282223,0.00007721961,0.0004722574,0.000175698,0.01696411,0.005962135],"study_design_scores_gemma":[0.00004770957,0.00004798064,0.994005,0.00008518536,0.0001805642,0.000530082,0.0002900483,0.00007166372,0.00007140905,0.00007312401,0.004583337,0.00001387238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683926,0.00790306,0.0008096627,0.0008900831,0.0004736523,0.0002836795,0.1100164,0.00008739139,0.01114354],"genre_scores_gemma":[0.9537944,0.00199814,0.0006594807,0.0003029883,0.000188381,0.0003080477,0.03641763,0.0000401736,0.006290775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04034432,"threshold_uncertainty_score":0.08021897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07597785864212066,"score_gpt":0.3932393123956961,"score_spread":0.3172614537535755,"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."}}