{"id":"W4415464739","doi":"10.1161/circoutcomes.124.011497","title":"Insurer Coverage of Invasive Coronary Angiography and Percutaneous Coronary Intervention for Stable Coronary Artery Disease in the United States Compared With Guidelines and Landmark Trials","year":2025,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Conventional PCI; Percutaneous coronary intervention; Coronary artery disease; Coronary angiography; Clinical trial; Clinical Practice; Percutaneous; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02414843,0.0001950966,0.0005791995,0.002180825,0.0003371732,0.001453846,0.0005823536,0.0007842873,0.001503281],"category_scores_gemma":[0.09428681,0.0002017992,0.001264403,0.002741458,0.0006991359,0.0009673214,0.001345204,0.0005698837,0.00007160703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339274,"about_ca_system_score_gemma":0.001589902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008167454,"about_ca_topic_score_gemma":0.008985229,"domain_scores_codex":[0.9765207,0.01467671,0.002556431,0.001514837,0.004018755,0.0007124856],"domain_scores_gemma":[0.8797702,0.06279947,0.04873913,0.003774963,0.003113197,0.001803071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059906,0.0001151637,0.9849142,0.0001459672,0.001044141,0.00005162173,0.0002322691,0.001205068,0.00008575177,0.001400138,0.001420804,0.008324998],"study_design_scores_gemma":[0.0002047412,0.0004583235,0.9915814,0.0002298242,0.0009140813,0.0001743983,0.0002971209,0.00317897,0.0001432736,0.0007547229,0.002042938,0.0000201238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877056,0.00360391,0.0008948434,0.001862262,0.00003281284,0.00008836813,0.002839742,0.0000233772,0.002949024],"genre_scores_gemma":[0.9969338,0.0004501823,0.0005527777,0.0003472437,0.00002892206,0.0001049241,0.001488935,0.000006336632,0.00008686566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02414843,"threshold_uncertainty_score":0.1277106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08492210817029762,"score_gpt":0.3542419039542289,"score_spread":0.2693197957839313,"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."}}