{"id":"W4220909845","doi":"10.1016/s0735-1097(22)02505-0","title":"THE ASSOCIATION OF QUANTITATIVE AND SEMI-QUANTITATIVE PROTEINURIA WITH ADVERSE OUTCOMES IN ATRIAL FIBRILLATION","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Atrial fibrillation; Proteinuria; Internal medicine; Cardiology; Adverse effect; Kidney","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":[0.003183452,0.000433176,0.0006573551,0.001332672,0.0003637669,0.001924684,0.0005710941,0.0007878153,0.001061842],"category_scores_gemma":[0.01390261,0.0002868166,0.001009069,0.001606089,0.0005285464,0.001018256,0.0007896278,0.001394473,0.0001490926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845503,"about_ca_system_score_gemma":0.0005140408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164329,"about_ca_topic_score_gemma":0.002642267,"domain_scores_codex":[0.997701,0.0008076103,0.0004328767,0.000336628,0.0005409504,0.0001809087],"domain_scores_gemma":[0.9853001,0.00500967,0.006595438,0.001064206,0.001091974,0.0009385807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005287671,0.0000570368,0.9959395,0.00003661798,0.0005145004,0.00004275474,0.00004466844,0.0001155322,0.0001598772,0.000102661,0.0001009714,0.002357198],"study_design_scores_gemma":[0.00001910688,0.0001353845,0.9975076,0.00002161549,0.0001676722,0.0002510059,0.0001071034,0.001171666,0.0001007231,0.0003396395,0.0001611898,0.00001723159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954033,0.001448263,0.0006817718,0.0001965895,0.00007403044,0.00001045497,0.0005706535,0.00002879236,0.001586087],"genre_scores_gemma":[0.9991303,0.0001511019,0.0002709104,0.00003197831,0.0000496859,0.000004731804,0.0002061311,0.000005539356,0.0001497602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003183452,"threshold_uncertainty_score":0.01683593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385955397129602,"score_gpt":0.3155038151620104,"score_spread":0.2916442611907144,"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."}}