{"id":"W3024876551","doi":"10.1161/hcq.13.suppl_1.317","title":"Abstract 317: Implications of the Ischemia Trial Results on Appropriateness of Percutaneous Coronary Intervention for Stable Coronary Artery Disease: Insights From the Ncdr Cathpci Registry","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Internal medicine; Myocardial infarction; Asymptomatic; Coronary artery disease; Cardiology; Angina; Canadian Cardiovascular Society; Diabetes mellitus; Unstable angina; Cohort; Ischemia","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":[0.0004999735,0.0001539426,0.0005591069,0.00002103254,0.0001381318,0.00002060585,0.0001228597,0.00009222357,0.000003220422],"category_scores_gemma":[0.001973077,0.0001007032,0.001226778,0.0001140304,0.000152315,0.00006246626,0.00004953454,0.0001533607,0.000001001692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004379158,"about_ca_system_score_gemma":0.0001178999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642244,"about_ca_topic_score_gemma":0.000003516408,"domain_scores_codex":[0.9982957,0.0002030788,0.0006387835,0.0003341417,0.0004168867,0.0001113949],"domain_scores_gemma":[0.9974798,0.001067684,0.0002858242,0.0008633944,0.0002041496,0.00009912901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04157993,0.001223603,0.8871636,0.002764591,0.009063411,0.0000544019,0.004942948,0.01384611,0.007307168,0.003196453,0.001698524,0.0271593],"study_design_scores_gemma":[0.01090792,0.0000483732,0.985687,0.000135431,0.001032399,0.00001438232,0.0003936475,0.0001194461,0.0003299603,0.0004836297,0.0007331599,0.0001146973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886773,0.003003723,0.002175968,0.003794713,0.0002698317,0.001281914,0.0006604562,0.00002958474,0.000106534],"genre_scores_gemma":[0.9986644,0.00005552457,0.00006914493,0.0004812207,0.0001960401,0.00004240818,0.0004626527,0.00001634402,0.00001221734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0985234,"threshold_uncertainty_score":0.4106559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365677250839931,"score_gpt":0.3117207172100976,"score_spread":0.2480639447016983,"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."}}