{"id":"W3093010271","doi":"10.1161/jaha.120.017328","title":"Development and Internal Validation of a Model Predicting Premature Cardiovascular Disease Among Women With Hypertensive Disorders of Pregnancy: A Population‐Based Study in Quebec, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University Health Centre; McGill University; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Medicine; Hypertensive disease; Disease; Population; Obstetrics; Internal medicine; Environmental health; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01084208,0.001241345,0.0008415739,0.001051669,0.002298718,0.001614093,0.002424838,0.000849639,0.001368914],"category_scores_gemma":[0.01710067,0.0003959275,0.001170658,0.001382634,0.0007424576,0.0004288882,0.0009402377,0.001144011,0.0003033888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02117977,"about_ca_system_score_gemma":0.03003551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977213,"about_ca_topic_score_gemma":0.9687166,"domain_scores_codex":[0.9975107,0.001156066,0.0001465823,0.0004534145,0.0004482972,0.0002848771],"domain_scores_gemma":[0.9886193,0.003688581,0.000647619,0.0005299725,0.005924131,0.0005904179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004198641,0.0002694572,0.9651176,0.0000784281,0.0005351133,0.0001647564,0.0006437756,0.01237863,0.0004059936,0.0003564373,0.003984146,0.0156458],"study_design_scores_gemma":[0.000257294,0.0003026941,0.7136852,0.0001747051,0.0004555871,0.000138057,0.001138955,0.2801868,0.0003787899,0.0003620747,0.002847142,0.0000728837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838463,0.0005044399,0.008437959,0.0006332578,0.00004293894,0.0003962405,0.004742306,0.0001147647,0.001281935],"genre_scores_gemma":[0.9855835,0.0002340739,0.009015614,0.000161378,0.00001276157,0.000234413,0.004022156,0.00003136008,0.0007046223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278703,"threshold_uncertainty_score":0.1536707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232828872902287,"score_gpt":0.2248803165841931,"score_spread":0.2125520278551702,"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."}}