{"id":"W4229051373","doi":"10.33963/kp.a2022.0119","title":"Severe maternal morbidity and risk of cardiovascular disease: Recent advances","year":2022,"lang":"en","type":"article","venue":"Kardiologia Polska","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Disease; Pregnancy; Preeclampsia; Intensive care medicine; Eclampsia; Obstetrics; Internal medicine","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":[0.0008958703,0.0002085922,0.0007929143,0.00008891957,0.0001690842,0.000008412248,0.0001854899,0.00005794424,0.0002927803],"category_scores_gemma":[0.0002470003,0.0001856072,0.0007705871,0.0002034481,0.000196633,0.00007271473,0.0004910574,0.0003813947,0.000009197638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189022,"about_ca_system_score_gemma":0.00007893732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009140476,"about_ca_topic_score_gemma":0.000001122417,"domain_scores_codex":[0.9976695,0.0004809109,0.0003054723,0.0005038253,0.0007349711,0.0003053072],"domain_scores_gemma":[0.9984487,0.00005986494,0.0001126794,0.001103573,0.00008965843,0.0001854729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007921763,0.0001334017,0.7993144,0.0004986314,0.009665748,0.001637053,0.0001720806,0.01858861,0.0001019062,0.0002026375,0.001795443,0.167098],"study_design_scores_gemma":[0.002117969,0.0002723652,0.532093,0.00009698881,0.003381606,0.002054081,0.000222621,0.00008438399,0.0004769743,0.0006232292,0.458234,0.0003428666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7097337,0.2859129,0.0003117761,0.00008669899,0.0005356356,0.0004958606,0.0002939065,0.00009399711,0.002535532],"genre_scores_gemma":[0.9223976,0.07636812,0.0005956292,0.00004006162,0.0002012877,0.0001067718,0.00004450284,0.00002975453,0.0002162694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4564385,"threshold_uncertainty_score":0.7568842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563859697963666,"score_gpt":0.2562800170961225,"score_spread":0.2406414201164858,"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."}}