{"id":"W4220904095","doi":"10.22541/au.164742714.49674891/v1","title":"Prevalence of pre-eclampsia and adverse pregnancy outcomes in women with pre-existing cardiomyopathy: a multi-centre retrospective cohort study.","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Medical Research Council","keywords":"Medicine; Eclampsia; Pregnancy; Cohort; Retrospective cohort study; Obstetrics; Population; Intrauterine growth restriction; Internal medicine; Fetus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001311199,0.0007941744,0.002732221,0.0004314322,0.00009210304,0.00002705583,0.0004572133,0.0002803818,0.0003055271],"category_scores_gemma":[0.0006433746,0.0006890573,0.0003905061,0.0004297322,0.0002501921,0.0001342577,0.002494154,0.001537173,0.000001667964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471498,"about_ca_system_score_gemma":0.0003996915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006593826,"about_ca_topic_score_gemma":0.0001521071,"domain_scores_codex":[0.9941136,0.0005158486,0.001065719,0.001953399,0.001674122,0.0006773144],"domain_scores_gemma":[0.9962247,0.0001291251,0.0005597384,0.002511024,0.0003505185,0.0002248975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006087831,0.001250533,0.9612345,0.004382928,0.00307239,0.001016203,0.02656567,0.0007007886,0.000005362926,0.00001840781,0.000004059674,0.001140342],"study_design_scores_gemma":[0.00673645,0.0006774084,0.9791141,0.005714413,0.00154775,0.00009237574,0.00522178,0.0002156222,0.00002026201,0.00003004762,0.0000155373,0.0006142774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775611,0.006145153,0.0002639354,0.00002120688,0.0003151906,0.0116606,0.0001268261,0.0002060573,0.003699983],"genre_scores_gemma":[0.9870521,0.0008981801,0.00409729,0.0000156924,0.00003841742,0.001537123,0.00002440257,0.0001343564,0.006202425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02134389,"threshold_uncertainty_score":0.9995561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587146826507738,"score_gpt":0.2918969327413361,"score_spread":0.2760254644762587,"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."}}