{"id":"W4229044295","doi":"10.1093/ndt/gfac071.045","title":"MO514: Cardiorenal Outcomes Associated With Oral Anticoagulant Use in Patients With Atrial Fibrillation","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Stroke (engine); Acute kidney injury; Renal function; Confounding; Hazard ratio; Cardiology; Confidence interval","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":[0.002250043,0.0004499779,0.0006609934,0.0005860139,0.0003787541,0.001225264,0.0004798524,0.001035766,0.002775223],"category_scores_gemma":[0.007024616,0.0002629719,0.002476172,0.001220253,0.0003043973,0.0004797227,0.0008524579,0.0009628095,0.0002382992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902008,"about_ca_system_score_gemma":0.0005872147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936922,"about_ca_topic_score_gemma":0.002737152,"domain_scores_codex":[0.9975188,0.001031375,0.0003882663,0.000553578,0.0002966045,0.0002115133],"domain_scores_gemma":[0.9923436,0.001773127,0.004512401,0.0004374416,0.0003965497,0.0005368606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00372778,0.00005005118,0.990492,0.0001617815,0.00107366,0.00005201998,0.00002063792,0.0001303771,0.0001474467,0.00004873463,0.0003906581,0.003704696],"study_design_scores_gemma":[0.0002200704,0.0002595832,0.9976256,0.00005889522,0.0007456429,0.0001153342,0.00002676242,0.0004514527,0.00006570299,0.00008325645,0.0003366957,0.00001091309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910307,0.004847344,0.0002614927,0.0003487175,0.00007269256,0.00003732658,0.001796839,0.00001409059,0.001590828],"genre_scores_gemma":[0.9982421,0.0003509629,0.0001314221,0.0001020624,0.00009695206,0.00002706265,0.0007760897,0.000003017697,0.000270196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002936922,"threshold_uncertainty_score":0.01189953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688321288637799,"score_gpt":0.2668820506860188,"score_spread":0.2399988377996408,"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."}}