{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201473,0.000117801,0.0003533327,0.0001399289,0.000384187,0.000007147834,0.0001742631,0.00004432114,0.0006639212],"category_scores_gemma":[0.0003014037,0.00009481077,0.0001344338,0.0004317448,0.00005955708,0.00006350513,0.00004945266,0.0007446059,2.326205e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005797677,"about_ca_system_score_gemma":0.002138531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401615,"about_ca_topic_score_gemma":0.004010299,"domain_scores_codex":[0.9975345,0.0002877443,0.0007604949,0.0001743711,0.0009350731,0.0003077801],"domain_scores_gemma":[0.9987486,0.0001922845,0.0003168113,0.0002624267,0.0003173902,0.0001624789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005449297,0.0005794875,0.6305246,0.000408453,0.001194985,0.001640315,0.001944917,0.0009324166,0.320117,0.00007667631,0.03524468,0.00188715],"study_design_scores_gemma":[0.00385929,0.005410703,0.9331512,0.0001816448,0.0006824062,0.03370573,0.004380201,0.01131179,0.002206681,0.000296019,0.00457785,0.0002364307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937293,0.0005247702,0.0010492,0.00132213,0.0004714562,0.001241474,0.001619733,0.000006979252,0.00003496409],"genre_scores_gemma":[0.9989616,0.0003579991,0.0002156472,0.00008636568,0.00006621732,0.00008072647,0.00005026164,0.00002563194,0.0001556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3179103,"threshold_uncertainty_score":0.9925496,"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."}}