{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005738784,0.0002187342,0.0007549646,0.00009681949,0.0000716748,0.00001782644,0.0002021251,0.00007569624,0.0006120689],"category_scores_gemma":[0.0002211221,0.0001496477,0.00006895463,0.0003557178,0.0002152528,0.0001475863,0.0002657255,0.0002600193,0.0001861219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222697,"about_ca_system_score_gemma":0.0002768346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424953,"about_ca_topic_score_gemma":0.00003410807,"domain_scores_codex":[0.997722,0.0001864126,0.0004049137,0.0003592336,0.0009840645,0.0003434294],"domain_scores_gemma":[0.9981601,0.0002269094,0.0002448207,0.0005626393,0.0006010503,0.0002044709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001941411,0.0008750954,0.9350716,0.00005760692,0.0123277,0.002688715,0.0002644015,1.996895e-7,0.0002175184,0.00001232696,0.04649409,0.00004926537],"study_design_scores_gemma":[0.009077414,0.003833313,0.9834172,0.0001882143,0.001226029,0.00008160956,0.00156785,0.00001155805,0.0004032251,0.00001069963,0.00001780344,0.0001650509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830658,0.000004170925,0.000005743606,0.003506118,0.00007173177,0.008705535,0.00008205216,0.00006200693,0.004496805],"genre_scores_gemma":[0.9889345,0.000008120451,0.000656081,0.0003109762,0.000007539754,0.0008570899,0.0001486666,0.00003097583,0.00904612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04834556,"threshold_uncertainty_score":0.6701725,"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."}}