{"id":"W2071542871","doi":"10.4061/2011/630809","title":"Pharmacological Management of Cardiorenal Syndromes","year":2011,"lang":"en","type":"article","venue":"International Journal of Nephrology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiorenal syndrome; Intensive care medicine; Disease; Heart failure; Kidney disease; Cardiology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000170622,0.00007431042,0.0002417225,0.0001883799,0.000008472106,0.000002518988,0.0001597519,0.00004094045,0.001049189],"category_scores_gemma":[0.000005284588,0.00005301286,0.0001678673,0.00004700822,0.00006979902,0.00005555428,0.00006249739,0.00009798177,0.0000234999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004609605,"about_ca_system_score_gemma":0.00002488749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006102967,"about_ca_topic_score_gemma":5.235587e-7,"domain_scores_codex":[0.999142,0.00003085184,0.0003483702,0.00007539934,0.0002976665,0.0001056985],"domain_scores_gemma":[0.9994487,0.00001908265,0.0001764146,0.0000607075,0.0002271038,0.00006804315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02416857,0.01014629,0.1851729,0.0003055133,0.09127969,0.1099897,0.002778285,0.00006743208,0.04395355,0.07187824,0.2008238,0.259436],"study_design_scores_gemma":[0.01314367,0.004839831,0.61698,0.0002252389,0.002793169,0.009826696,0.0004405129,0.00005175237,0.008457305,0.002299484,0.3407218,0.0002204791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781453,0.0002363424,0.0009133953,0.004058673,0.0007853892,0.0001521676,0.000002529602,0.00001096483,0.01569525],"genre_scores_gemma":[0.9876599,0.0003067584,0.01073861,0.0007709521,0.0001634596,0.000003275833,0.000002225137,0.000005180735,0.0003495976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318071,"threshold_uncertainty_score":0.999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05373727962612816,"score_gpt":0.3294509114703579,"score_spread":0.2757136318442298,"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."}}