{"id":"W4391666444","doi":"10.47144/phj.v55i2.2232","title":"SIGNIFICANCE OF CANADA ACUTE CORONARY SYNDROME RISK SCORE IN EMERGENCY PERCUTANEOUS REVASCULARIZATION FOR THE PREDICTION OF CONTRAST INDUCED NEPHROPATHY","year":2022,"lang":"en","type":"article","venue":"Pakistan Heart Journal","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Conventional PCI; Acute coronary syndrome; Contrast-induced nephropathy; Internal medicine; Myocardial infarction; Cardiology; Chest pain; Revascularization; Emergency department; ST segment; Creatinine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330682,0.0004432603,0.0004766031,0.0009710426,0.0003763109,0.0008352817,0.0004136271,0.0006243269,0.001113955],"category_scores_gemma":[0.007204267,0.0001443927,0.0004836236,0.0006348789,0.0002291221,0.0003658049,0.0004234504,0.0005896613,0.0001828559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932367,"about_ca_system_score_gemma":0.001482539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03211914,"about_ca_topic_score_gemma":0.05235771,"domain_scores_codex":[0.9986939,0.0003653641,0.000110639,0.000205069,0.0004358086,0.0001892143],"domain_scores_gemma":[0.9965733,0.001162897,0.0007489236,0.00009483872,0.0007604081,0.0006596411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539116,0.00003295716,0.9969321,0.00001286801,0.00006305267,0.00004380729,0.00001819948,0.0001251805,0.00007366529,0.0000150024,0.0001360473,0.002293099],"study_design_scores_gemma":[0.00003932061,0.0003350503,0.9937121,0.00003084147,0.0001510785,0.0003584274,0.00009462525,0.004457264,0.0001825131,0.00005900572,0.0005683962,0.00001148081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955264,0.00146692,0.0003469966,0.0002757237,0.00005377451,0.0000356174,0.0004601122,0.00001349739,0.001821004],"genre_scores_gemma":[0.9989331,0.0001862057,0.000342451,0.00003705578,0.00003580223,0.000007522453,0.000261338,0.000002202635,0.0001942734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03211914,"threshold_uncertainty_score":0.06386435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768563558963755,"score_gpt":0.3049673870047396,"score_spread":0.2772817514151021,"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."}}