{"id":"W3012103608","doi":"10.14740/cr955","title":"An Update on the Pathophysiology and Treatment of Cardiorenal Syndrome","year":2020,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiorenal syndrome; Medicine; Pathophysiology; Cardiology; Internal medicine; Intensive care medicine; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006786664,0.0003437615,0.003311832,0.0002807123,0.0001214629,0.00001083765,0.0001804157,0.0003270299,0.00003996579],"category_scores_gemma":[0.00008125993,0.0001698737,0.000548162,0.0003160553,0.0005933052,0.00001523083,0.0001198799,0.000477065,0.000216212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783669,"about_ca_system_score_gemma":0.0003079672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001333157,"about_ca_topic_score_gemma":7.138246e-7,"domain_scores_codex":[0.9962958,0.001963613,0.0003463244,0.0006360687,0.0002891118,0.0004690893],"domain_scores_gemma":[0.9980853,0.000617029,0.00006801435,0.0009076862,0.0000982472,0.000223774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001043656,0.0001055658,0.00005241979,0.001682022,0.002697628,0.003451712,0.0000610855,3.36946e-7,0.000008095409,0.001018481,0.004285489,0.9865328],"study_design_scores_gemma":[0.0004075653,0.006255066,0.0001525945,0.0006676593,0.001115754,0.0005120822,0.00004708457,0.000001928961,0.000001890101,0.00006270425,0.9906666,0.0001090837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009913972,0.9939246,0.000002281358,0.00155571,0.00008527527,0.002375558,0.0000656818,0.00002748008,0.0009719927],"genre_scores_gemma":[0.002072795,0.9963975,0.00004840559,0.00005885355,0.0003363572,0.0005946628,0.0002239854,0.00004072999,0.0002266926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864237,"threshold_uncertainty_score":0.6927249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819062885736857,"score_gpt":0.4439313052281121,"score_spread":0.2620250166544264,"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."}}