{"id":"W4213225166","doi":"10.22541/au.162973771.10698151/v1","title":"Association of placental pathology and postpartum cardiovascular risk screening following preeclampsia: an observational cohort study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Obstetrics; Preeclampsia; Confidence interval; Observational study; Cohort study; Cohort; Population; Framingham Risk Score; Internal medicine; Pregnancy; Disease","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":[0.0008919525,0.000206331,0.0003526841,0.0004382814,0.0004816943,0.0005853689,0.0005795703,0.0004496145,0.0007928337],"category_scores_gemma":[0.00428682,0.0003803534,0.0003763596,0.0009542284,0.0002697249,0.0003747745,0.0004685449,0.0007046417,0.0001179365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801799,"about_ca_system_score_gemma":0.0007808725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03694247,"about_ca_topic_score_gemma":0.03245065,"domain_scores_codex":[0.99933,0.0001242935,0.00005984025,0.0001824737,0.0001683638,0.0001350936],"domain_scores_gemma":[0.9976962,0.0003116821,0.001150714,0.0002920826,0.0002887717,0.0002605329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001119051,0.00002376972,0.9990645,0.000006860502,0.0000513761,0.00009510572,0.00005981842,0.000009489096,0.0001082592,0.000007657429,0.00004498363,0.0004162885],"study_design_scores_gemma":[0.000009183324,0.00006787208,0.9993807,0.000007410432,0.00003460479,0.0002303777,0.00009700638,0.0000709295,0.00001751573,0.00001002912,0.00007163465,0.000002698291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999041,0.0002498733,0.00008140911,0.00003848785,0.000004630098,0.0000137086,0.000372559,0.000001905075,0.0001963862],"genre_scores_gemma":[0.9993916,0.0001601342,0.00007448267,0.00001963659,0.00000471448,0.00001090721,0.000243169,0.000001219757,0.00009409352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03694247,"threshold_uncertainty_score":0.07345492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283886249635424,"score_gpt":0.2920375510717723,"score_spread":0.2491986885754181,"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."}}