{"id":"W2737452343","doi":"10.1016/j.preghy.2017.07.145","title":"A simple clinical method to identify women at higher risk of preeclampsia","year":2017,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Preeclampsia; Pregnancy; Obstetrics; Chronic hypertension; Retrospective cohort study; Diabetes mellitus; Cohort; Gynecology; Internal medicine; Endocrinology","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":[0.002298008,0.0007461694,0.001085577,0.004272044,0.0009356915,0.001142381,0.0006365394,0.0009589544,0.003682497],"category_scores_gemma":[0.008541076,0.0004031515,0.0006308793,0.002443496,0.0003818719,0.0008970539,0.0009690195,0.0008020125,0.0008930286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804104,"about_ca_system_score_gemma":0.001389515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520616,"about_ca_topic_score_gemma":0.003238137,"domain_scores_codex":[0.9974781,0.001160875,0.000497004,0.0002232256,0.0005233323,0.0001174675],"domain_scores_gemma":[0.9960095,0.001482389,0.0007877267,0.0002668074,0.001050816,0.0004029036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00266499,0.001387152,0.8471373,0.0007802113,0.0003304,0.0007917805,0.0007846952,0.0002400685,0.006352286,0.001036513,0.01009882,0.1283958],"study_design_scores_gemma":[0.0007307627,0.003102816,0.9752625,0.0002387772,0.0003800476,0.00309216,0.001185779,0.002377803,0.00269758,0.001537946,0.009270657,0.0001233488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110551,0.007372644,0.02695351,0.005095507,0.00140747,0.009943256,0.008522943,0.0006479243,0.02900171],"genre_scores_gemma":[0.9205636,0.002135335,0.05708494,0.001246999,0.0005084961,0.005274683,0.003673238,0.00005325938,0.009459426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004272044,"threshold_uncertainty_score":0.01231915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09327939410029548,"score_gpt":0.4068466800226918,"score_spread":0.3135672859223962,"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."}}