{"id":"W2375076732","doi":"10.1097/01.aog.0000483400.94775.0b","title":"Rheumatic Heart Disease in Pregnancy [22D]","year":2016,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Preeclampsia; Pregnancy; Diabetes mellitus; Gestational diabetes; Heart disease; Chronic hypertension; Obstetrics; Heart failure; Logistic regression; Pediatrics; Internal medicine; Gestation; Endocrinology","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":[0.0004427352,0.0002016434,0.0003195254,0.0005090192,0.0005412503,0.0005780823,0.000241981,0.0002988885,0.007167345],"category_scores_gemma":[0.002198371,0.0000953327,0.0003079277,0.00104948,0.0001740237,0.0002074902,0.0004868298,0.0006558595,0.0009230602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003828316,"about_ca_system_score_gemma":0.001194262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005117884,"about_ca_topic_score_gemma":0.005499207,"domain_scores_codex":[0.9994745,0.0001087289,0.00009421015,0.00008906344,0.0001346382,0.00009888451],"domain_scores_gemma":[0.9992187,0.0000817365,0.0004087398,0.00003407901,0.0001031048,0.0001535778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001730463,0.0001146423,0.8753977,0.0008805709,0.0001225385,0.002229082,0.0002252208,0.0001033454,0.0005341701,0.001383562,0.0178189,0.1010173],"study_design_scores_gemma":[0.00004934958,0.0002046668,0.9521222,0.00125633,0.0001015633,0.0100649,0.0002979142,0.000173496,0.0001648955,0.0005442216,0.0350056,0.00001497275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6099659,0.1651278,0.002647778,0.01927612,0.004043198,0.0006521508,0.02965833,0.0001810685,0.1684476],"genre_scores_gemma":[0.938309,0.03985872,0.001445616,0.003737973,0.002097048,0.0002301767,0.006715944,0.00001685793,0.007588648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007167345,"threshold_uncertainty_score":0.02397716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423920304655897,"score_gpt":0.2599654054371052,"score_spread":0.2457262023905463,"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."}}