{"id":"W2020695674","doi":"10.1136/bmj.f4151","title":"Renal outcomes associated with invasive versus conservative management of acute coronary syndrome: propensity matched cohort study","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Medicine; Acute kidney injury; Acute coronary syndrome; Kidney disease; Dialysis; Internal medicine; Cohort; Propensity score matching; Renal function; Cohort study; Confidence interval; Intensive care medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001623923,0.0003127971,0.0004520137,0.0006210003,0.0005000922,0.0007472638,0.0004688286,0.0005872717,0.001080248],"category_scores_gemma":[0.004642236,0.0003171427,0.0006358757,0.001274462,0.0003970819,0.0004095842,0.0004329048,0.0006071363,0.0001263885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903148,"about_ca_system_score_gemma":0.0009059647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898911,"about_ca_topic_score_gemma":0.0198571,"domain_scores_codex":[0.9985797,0.0003938684,0.0001191322,0.0003279836,0.0003357883,0.0002433915],"domain_scores_gemma":[0.9978259,0.0002799718,0.00110558,0.000266145,0.0001909437,0.0003315018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001154701,0.00009239678,0.9968786,0.00001155563,0.0003238192,0.0000672739,0.0000558255,0.00006324922,0.0001670985,0.0000431233,0.0001301031,0.001012161],"study_design_scores_gemma":[0.0001693787,0.0003762927,0.9981794,0.000009311861,0.0001699564,0.0001869725,0.0001116354,0.0004486817,0.00005442171,0.00005950603,0.0002263773,0.000008108514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989846,0.000157313,0.000213858,0.00003779522,0.000007962027,0.00004778989,0.0003376879,0.000002708974,0.0002103371],"genre_scores_gemma":[0.999351,0.00006203933,0.000109443,0.00003324233,0.0000119602,0.00002026712,0.0003122952,0.000001276168,0.00009855138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898911,"threshold_uncertainty_score":0.03775716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171550741503469,"score_gpt":0.3473992892776601,"score_spread":0.2856837818626254,"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."}}