{"id":"W4415077642","doi":"10.1080/14779072.2025.2574262","title":"The role of enhanced stent visualization imaging in percutaneous coronary intervention: a systematic review of efficacy and clinical outcomes","year":2025,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percutaneous coronary intervention; Percutaneous; Stent; Visualization; Coronary angiography; Interventional cardiology; Conventional PCI","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":[0.00339429,0.0004112767,0.007611031,0.0001576863,0.00003119408,0.000007377185,0.0003223344,0.000119818,0.00004491777],"category_scores_gemma":[0.00237098,0.0002398451,0.007825006,0.0004080787,0.0001529414,0.00003856013,0.0001189361,0.0002144604,0.000001632617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008107458,"about_ca_system_score_gemma":0.0001999654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002622275,"about_ca_topic_score_gemma":0.000001323689,"domain_scores_codex":[0.9927345,0.001986315,0.004103352,0.000392551,0.0006168241,0.0001664644],"domain_scores_gemma":[0.995194,0.001583542,0.0012992,0.001401574,0.0004617673,0.00005996236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001061818,0.0002095386,0.00001319447,0.5123795,0.002328576,0.00001249787,0.00001367421,4.232242e-8,1.661598e-7,0.00002816905,0.00002366464,0.4849804],"study_design_scores_gemma":[0.0006566152,0.0002300628,0.00004832517,0.8560467,0.006864885,0.0002620619,0.0000491187,0.000002297798,0.000002101147,0.000004297826,0.1356898,0.0001437709],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009267776,0.9927751,0.000253088,0.00003793873,0.0002160645,0.006578254,0.0000160404,0.00001194293,0.0001023218],"genre_scores_gemma":[0.00008412129,0.9990898,0.00007953256,0.0001670118,0.00003513059,0.0003726822,0.00008925827,0.00003538297,0.00004710318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4848366,"threshold_uncertainty_score":0.9780599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187242907077696,"score_gpt":0.4026271496275805,"score_spread":0.3807547205568035,"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."}}