{"id":"W3201872361","doi":"10.1038/s41371-021-00617-1","title":"Sequential measurement of the neurosensory retina in hypertensive disorders of pregnancy: a model of microvascular injury in hypertensive emergency","year":2021,"lang":"en","type":"article","venue":"Journal of Human Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Gestation; Gestational hypertension; Chronic hypertension; Retina; Ophthalmology; Gestational age; Retinal; Obstetrics; Preeclampsia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917435,0.0002416298,0.001323822,0.0003057741,0.00005869777,0.00000225455,0.0002017472,0.0001434301,0.00001647608],"category_scores_gemma":[0.0007921509,0.0001702517,0.0006209662,0.00042207,0.0001994226,0.0001054439,0.0001658479,0.0005135919,2.970013e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000729576,"about_ca_system_score_gemma":0.000353013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000794208,"about_ca_topic_score_gemma":0.0002426489,"domain_scores_codex":[0.9967467,0.0003198432,0.001504055,0.0002616685,0.0009079343,0.000259755],"domain_scores_gemma":[0.9964308,0.00004828271,0.0009004336,0.000513748,0.002045114,0.00006164321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004190072,0.0007840557,0.03376452,0.0005574557,0.0002561464,0.0002125462,0.001145194,0.0004611818,0.9612163,0.00004016639,0.0003629817,0.0007804687],"study_design_scores_gemma":[0.007954589,0.0015004,0.3482538,0.01773298,0.001291942,0.0007146322,0.002013688,0.001490524,0.6163261,0.002239643,0.0000721986,0.0004095108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97793,0.02042785,0.00001991845,0.0007297044,0.0003356897,0.0003562607,0.000007350079,0.000003559901,0.0001896554],"genre_scores_gemma":[0.9935116,0.005969786,0.0002618683,0.0001514161,0.00003556482,0.000003695819,0.000001603044,0.00002763513,0.00003679056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448902,"threshold_uncertainty_score":0.6942663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287407567285012,"score_gpt":0.2668467804800329,"score_spread":0.2139727048071828,"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."}}