{"id":"W7117548376","doi":"10.4103/jcpc.jcpc_69_25","title":"Percutaneous versus Surgical Coronary Revascularization: The Heart Wins Either Way","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical and Preventive Cardiology","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conventional PCI; Percutaneous coronary intervention; Revascularization; Coronary artery disease; Percutaneous; Population; Clinical decision making","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":[0.01234279,0.001166101,0.003894229,0.001239612,0.001428915,0.005351475,0.003048264,0.01090669,0.008222523],"category_scores_gemma":[0.04086566,0.0006538751,0.001346112,0.001250023,0.005469111,0.006852313,0.001420765,0.02810823,0.004712032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853624,"about_ca_system_score_gemma":0.002169321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013279,"about_ca_topic_score_gemma":0.002494345,"domain_scores_codex":[0.9932926,0.002473163,0.0007048424,0.0009829109,0.002180688,0.0003658676],"domain_scores_gemma":[0.9678016,0.02137712,0.002062106,0.0006728138,0.005281125,0.002805233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006273618,0.00004363526,0.0005356932,0.001335953,0.0001902318,0.00026693,0.0001312495,0.00006505213,0.0002071234,0.005735798,0.9115887,0.07927219],"study_design_scores_gemma":[0.0003648209,0.0002900227,0.002037524,0.003624043,0.0003603589,0.001036428,0.0004186112,0.0004266197,0.0003386753,0.01635818,0.9745873,0.0001574501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003927329,0.04928801,0.000452972,0.627324,0.3212221,0.00001405679,0.00006940617,0.00004654376,0.001190093],"genre_scores_gemma":[0.003432473,0.02893667,0.0003505536,0.2431855,0.7218144,0.00001568644,0.0000254549,0.00004860166,0.002190727],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01234279,"threshold_uncertainty_score":0.06527573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306269316266406,"score_gpt":0.3718782347520468,"score_spread":0.3388155415893828,"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."}}