{"id":"W3087592716","doi":"10.1111/1471-0528.16512","title":"Cardiovascular severe maternal morbidity in pregnant and postpartum women: development and internal validation of risk prediction models","year":2020,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Obstetrics; Maternal morbidity; Pregnancy","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":[0.08596808,0.001328339,0.00104658,0.002016368,0.0005909723,0.002062153,0.001871148,0.0009093384,0.0006843403],"category_scores_gemma":[0.1222829,0.0006605494,0.001897059,0.001138362,0.0008290008,0.001252148,0.002387363,0.0018218,0.0003455163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144663,"about_ca_system_score_gemma":0.003230769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005564875,"about_ca_topic_score_gemma":0.003897673,"domain_scores_codex":[0.9766019,0.0170764,0.001255556,0.001984965,0.002532033,0.000549168],"domain_scores_gemma":[0.909775,0.06317075,0.007277428,0.006384312,0.0124471,0.0009454285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007924069,0.0005316798,0.9286048,0.0001064287,0.001257542,0.00008555636,0.0006566203,0.0218464,0.0003949745,0.0006431547,0.001330423,0.04375002],"study_design_scores_gemma":[0.0003723844,0.001857589,0.4410962,0.000458965,0.00115981,0.0003265846,0.0008767337,0.5468629,0.002300852,0.002316402,0.002272421,0.00009912393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473103,0.0004999494,0.04790252,0.0004324761,0.0001051211,0.000847637,0.0009253565,0.0003206791,0.001655939],"genre_scores_gemma":[0.9662099,0.0001594424,0.03126092,0.00008460923,0.0000323967,0.0004292062,0.001587776,0.00004744681,0.0001883797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08596808,"threshold_uncertainty_score":0.4546481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355673624070874,"score_gpt":0.2568489216372217,"score_spread":0.233292185396513,"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."}}