{"id":"W2999134993","doi":"10.1016/j.jaccas.2019.08.033","title":"Mechanical Circulatory Support for the Management of Complex Peripartum Cardiomyopathy","year":2020,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Peripartum cardiomyopathy; Circulatory system; Cardiomyopathy; Medicine; Intensive care medicine; Cardiology; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.0006242596,0.0001669044,0.0005615995,0.00003058424,0.00007769851,0.00001213075,0.0000589558,0.00007282745,0.0001812841],"category_scores_gemma":[0.00008282932,0.0001286137,0.0008487643,0.0001615964,0.00007027994,0.00003500021,0.000165562,0.0001239192,0.000006609262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005539332,"about_ca_system_score_gemma":0.00006853896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001041298,"about_ca_topic_score_gemma":8.396654e-7,"domain_scores_codex":[0.9982199,0.00003235446,0.0005792148,0.00043197,0.0004994913,0.0002370698],"domain_scores_gemma":[0.9983931,0.00004694167,0.0001749864,0.001060075,0.0001432101,0.0001816693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002319624,0.0001858798,0.001543653,0.003318914,0.005329926,0.9372574,0.0009698286,0.0001369655,0.00262064,0.001540697,0.01359512,0.03326901],"study_design_scores_gemma":[0.002158483,0.0003543959,0.00511957,0.0002521075,0.004816351,0.5458848,0.00126266,0.001473336,0.003241492,0.0001586946,0.4349195,0.0003585642],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7843823,0.02306649,0.09638327,0.008122476,0.005810803,0.02013522,0.0001776225,0.001010448,0.06091134],"genre_scores_gemma":[0.9964369,0.00008468319,0.002338618,0.0004025274,0.0003092851,0.0001653238,0.00003246234,0.00004282214,0.0001874135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213244,"threshold_uncertainty_score":0.5244716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752666379480019,"score_gpt":0.3010711449348156,"score_spread":0.2535444811400154,"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."}}