{"id":"W4399429253","doi":"10.54112/bcsrj.v2024i1.888","title":"EFFECT OF SEVERITY AND ETIOLOGY OF CHRONIC KIDNEY DISEASE IN PATIENTS WITH HEART FAILURE WITH MILDLY REDUCED EJECTION FRACTION","year":2024,"lang":"en","type":"article","venue":"Biological and Clinical Sciences Research Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Etiology; Ejection fraction; Internal medicine; Heart failure; Kidney disease; Nephrosclerosis; Nephropathy; Cardiology; Diabetes mellitus; Disease; Endocrinology","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":[0.001081784,0.0003781574,0.000449808,0.0005526364,0.0003955269,0.0006298171,0.0002345715,0.0006193795,0.00135048],"category_scores_gemma":[0.004337795,0.000215192,0.000889595,0.0004533246,0.0002911151,0.0005987418,0.0005001354,0.0007471709,0.0001840016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892103,"about_ca_system_score_gemma":0.0003068428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738819,"about_ca_topic_score_gemma":0.003178508,"domain_scores_codex":[0.9991543,0.0003855671,0.00008888135,0.000125956,0.0001258973,0.0001193677],"domain_scores_gemma":[0.9964641,0.001004541,0.001259616,0.0002054572,0.0002402748,0.0008260782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001642687,0.00003420907,0.9990643,0.000004071175,0.00006552553,0.00002463259,0.00001379485,0.00001296866,0.00006223061,0.000005331307,0.00002079447,0.0005278191],"study_design_scores_gemma":[0.000006463854,0.0001668225,0.9994965,0.00000421975,0.00004637383,0.00009869073,0.00004585065,0.00006616878,0.00001683804,0.00001095088,0.00003891773,0.000002125459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987195,0.0005738584,0.00004966196,0.00008464501,0.00001491354,0.000004957813,0.00008512603,0.000001780408,0.0004656761],"genre_scores_gemma":[0.9995587,0.0001145181,0.00004730982,0.00004303544,0.00003132003,0.000002741457,0.0001149587,8.124958e-7,0.00008646202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001738819,"threshold_uncertainty_score":0.005721092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05485180739706599,"score_gpt":0.4251331864902724,"score_spread":0.3702813790932064,"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."}}