{"id":"W3134106873","doi":"10.1161/circheartfailure.120.007937","title":"Obesity and Outcomes Following Cardiogenic Shock Requiring Acute Mechanical Circulatory Support","year":2021,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Cardiogenic shock; Body mass index; Odds ratio; Obesity; Internal medicine; Myocardial infarction; Logistic regression; Cardiology","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":[0.0006048428,0.0001793068,0.0002097507,0.0005557897,0.0002083059,0.0004718618,0.0002180528,0.0002727794,0.00120752],"category_scores_gemma":[0.002561952,0.0001028071,0.0003272968,0.0007013063,0.0002260241,0.0002581929,0.0004711036,0.000672993,0.0001133152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249894,"about_ca_system_score_gemma":0.0002858412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728362,"about_ca_topic_score_gemma":0.002717126,"domain_scores_codex":[0.9996004,0.0001070249,0.00005766712,0.00006829545,0.00007532953,0.00009136667],"domain_scores_gemma":[0.9972962,0.0003138761,0.001768574,0.00006282289,0.0001332054,0.0004254401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007293452,0.00002061162,0.999206,0.00001224848,0.00004138116,0.0000295996,0.00001340926,0.00001715417,0.00003342397,0.00000848389,0.00004297662,0.0005017097],"study_design_scores_gemma":[0.000003584668,0.00004647679,0.9996705,0.000008200043,0.00001408606,0.00009861947,0.00003975197,0.00004821626,0.00001227374,0.00001224827,0.00004467328,0.000001369755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988108,0.0005401533,0.00003128862,0.0001011028,0.00001022878,0.000004138695,0.0002297999,0.000001156135,0.000271334],"genre_scores_gemma":[0.9993902,0.0002061213,0.00002314774,0.00003589856,0.0000218932,0.000003405756,0.0002751374,4.597555e-7,0.00004361197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001728362,"threshold_uncertainty_score":0.004039586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318451198777623,"score_gpt":0.2386889629897235,"score_spread":0.2255044510019473,"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."}}