{"id":"W3164489825","doi":"10.14740/jocmr4449","title":"Outcomes of Renal Function in Cardiogenic Shock Patients With or Without Mechanical Circulatory Support","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiogenic shock; Impella; Medicine; Cardiology; Cardiac catheterization; Renal function; Internal medicine; Percutaneous coronary intervention; Ventricular assist device; Intra-aortic balloon pump; Shock (circulatory); Myocardial infarction; Heart failure; Intra-Aortic Balloon Pumping","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006476297,0.0001863839,0.0004802515,0.0008040345,0.0004552256,0.0006014571,0.0002978534,0.0003142722,0.0009659164],"category_scores_gemma":[0.002187283,0.00009092197,0.0003062843,0.0007370271,0.0003553793,0.0004306409,0.0005768069,0.0003915627,0.00009855979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832644,"about_ca_system_score_gemma":0.0004990153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008495272,"about_ca_topic_score_gemma":0.00110682,"domain_scores_codex":[0.9994264,0.0001331587,0.00008275158,0.0000940514,0.0001455404,0.0001180863],"domain_scores_gemma":[0.997922,0.000331009,0.00102872,0.00005263957,0.0001600041,0.0005056221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002075839,0.00005964543,0.9987409,0.00001270529,0.00003172809,0.0001327638,0.00004183238,0.00003649855,0.0000940231,0.00001158804,0.00002676093,0.0006040103],"study_design_scores_gemma":[0.00002507741,0.0005990171,0.9980698,0.000009670315,0.00002983764,0.0007497364,0.0001901235,0.0001426797,0.000080794,0.00002246058,0.0000772645,0.000003556689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999526,0.0001421865,0.00002539286,0.00001805996,0.000002800164,0.000006010284,0.0001018701,6.923717e-7,0.0001769691],"genre_scores_gemma":[0.9997249,0.00004432454,0.00001786009,0.00001399785,0.000008297733,0.000006006081,0.0001674096,2.611982e-7,0.0000167983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009659164,"threshold_uncertainty_score":0.003425062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256291969790586,"score_gpt":0.4220705697229398,"score_spread":0.2964413727438813,"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."}}