{"id":"W3007250680","doi":"10.5334/gh.404","title":"High Burden of Cardiac Disease in Pregnancy at a National Referral Hospital in Western Kenya","year":2020,"lang":"en","type":"article","venue":"Global Heart","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Disease; Population; Heart disease; Pediatrics; Adverse effect; Referral; Obstetrics; Internal medicine; Environmental health","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":[0.0006157884,0.0002805152,0.0002503886,0.0007550979,0.001437122,0.0006804227,0.000519599,0.000521109,0.001266659],"category_scores_gemma":[0.001962763,0.0003452736,0.0001384974,0.0009159292,0.0006280848,0.0004387374,0.0008370158,0.0004802313,0.000115474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559945,"about_ca_system_score_gemma":0.002145212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05802109,"about_ca_topic_score_gemma":0.09630374,"domain_scores_codex":[0.9993454,0.0002123853,0.00008176838,0.0001055701,0.0001011756,0.0001538521],"domain_scores_gemma":[0.9991655,0.0001089876,0.0004889294,0.00002206313,0.00007621603,0.0001382712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003486988,0.00002677877,0.9957495,0.00005506475,0.00001575765,0.001149996,0.0005927255,0.00002144143,0.0003577954,0.00005332139,0.0002426371,0.001700094],"study_design_scores_gemma":[0.000008184761,0.00006624578,0.9943904,0.000124507,0.00001801081,0.001940563,0.002870005,0.0001046251,0.00007541303,0.00003160034,0.0003617126,0.000008845989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980555,0.000609368,0.00003541291,0.0002716641,0.000005919141,0.00003838998,0.0002716141,0.000002572782,0.0007095549],"genre_scores_gemma":[0.9989769,0.0005596497,0.0001369952,0.0000832337,0.000005642058,0.00002268556,0.0001196191,9.44297e-7,0.00009429688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05802109,"threshold_uncertainty_score":0.1153668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683196964002186,"score_gpt":0.2847212830017557,"score_spread":0.2678893133617338,"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."}}