{"id":"W4397042558","doi":"10.1681/asn.20233411s1372a","title":"Undiagnosed Early CKD in Patients with Hypertension and Cardiovascular Disease in the United States","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Disease; Kidney disease; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708619,0.0001793203,0.0003142815,0.001394062,0.0006027073,0.0007871407,0.000555856,0.0004311592,0.001725522],"category_scores_gemma":[0.002681205,0.0002645706,0.0004891213,0.002136288,0.0002764935,0.0006601933,0.0008594372,0.0009638333,0.0002027533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157447,"about_ca_system_score_gemma":0.001224757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03055934,"about_ca_topic_score_gemma":0.04907819,"domain_scores_codex":[0.9990529,0.0002056685,0.0002008241,0.0001987604,0.0002170043,0.0001248184],"domain_scores_gemma":[0.99692,0.0004051905,0.001714456,0.0001364516,0.000326146,0.0004978119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002542898,0.00002626578,0.9988224,0.00001856406,0.00002784564,0.00003711069,0.00004063288,0.00002057617,0.00001632222,0.00002499009,0.0004273281,0.000512485],"study_design_scores_gemma":[0.000008012557,0.00002451934,0.9990271,0.00003979623,0.00002425277,0.0001643373,0.0001331084,0.0001040847,0.00001362745,0.00004496521,0.0004122989,0.000003827244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805423,0.001801747,0.0002193397,0.0005967842,0.00006356058,0.00009341099,0.01413759,0.00001822594,0.00252696],"genre_scores_gemma":[0.9923338,0.0005732382,0.0002845553,0.0004085148,0.00005664109,0.00009765288,0.006027467,0.000003168072,0.0002150543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03055934,"threshold_uncertainty_score":0.06076294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954058962775801,"score_gpt":0.2393236644864556,"score_spread":0.2197830748586976,"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."}}