{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121112,0.0003920715,0.000608182,0.0008724311,0.0005326038,0.0007010651,0.0005805762,0.0006244947,0.001226338],"category_scores_gemma":[0.002831586,0.0009010488,0.0005828486,0.001039341,0.0003186748,0.0006791606,0.0006928256,0.0007328004,0.000327798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364138,"about_ca_system_score_gemma":0.0005478389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067782,"about_ca_topic_score_gemma":0.01022342,"domain_scores_codex":[0.9991428,0.0002193121,0.00009786677,0.0002639187,0.0001558833,0.0001201854],"domain_scores_gemma":[0.9981565,0.0002774161,0.0007415164,0.0002717875,0.0001943297,0.0003584347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008032347,0.00003098509,0.9991997,0.000007827246,0.00005031603,0.0001274209,0.0000840759,0.00000980543,0.0001223742,0.000006195063,0.00003993645,0.0002411245],"study_design_scores_gemma":[0.00002356721,0.000228589,0.9983867,0.000009529565,0.00004520512,0.0008402649,0.0001965461,0.0001064302,0.00003562024,0.000007519271,0.0001144237,0.000005634789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991933,0.0001601461,0.00009908085,0.00001914324,0.000004036518,0.00002905913,0.0003729383,0.00000272644,0.0001196409],"genre_scores_gemma":[0.9990039,0.0001306427,0.0001609564,0.00003277809,0.000008399904,0.00004065814,0.0004949431,0.000002217602,0.0001253947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067782,"threshold_uncertainty_score":0.02123135,"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."}}