{"id":"W4389009191","doi":"10.1016/j.cjca.2023.11.027","title":"Prediction of Preeclampsia: Time for the Cardiovascular Community to Be Involved","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Preeclampsia; Eclampsia; Incidence (geometry); Pregnancy; Gestational hypertension; Heart failure; Obstetrics; Shock (circulatory); Cardiology; Gestational age; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01815427,0.004181972,0.007047673,0.004027857,0.004967578,0.01188697,0.004555884,0.02524038,0.009555824],"category_scores_gemma":[0.07598835,0.001774354,0.002752289,0.003086892,0.002563377,0.00477801,0.001552684,0.02598834,0.00489989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005366686,"about_ca_system_score_gemma":0.01057374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143446,"about_ca_topic_score_gemma":0.03692659,"domain_scores_codex":[0.9906982,0.0023672,0.002070983,0.001000542,0.003283328,0.0005798119],"domain_scores_gemma":[0.8896805,0.05693989,0.003571192,0.001895236,0.03675652,0.01115668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000991687,0.00001954335,0.0001743538,0.0004467013,0.00006211727,0.00008173365,0.0000294056,0.00001429971,0.00001582973,0.0002035951,0.99428,0.004573355],"study_design_scores_gemma":[0.001081949,0.0002374713,0.006783366,0.005721443,0.001307648,0.0006236631,0.0009556227,0.0006770485,0.0001498739,0.002696633,0.9795938,0.0001716614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005792795,0.006444021,0.00004446118,0.04913219,0.9437475,0.00001488337,0.00007382493,0.00001830002,0.0004669926],"genre_scores_gemma":[0.0007436893,0.007051099,0.0000904924,0.01994289,0.9703032,0.00003628006,0.00004552692,0.00001946539,0.001767428],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02524038,"threshold_uncertainty_score":0.09601009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357165519705816,"score_gpt":0.265084088101747,"score_spread":0.2115124329046889,"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."}}