{"id":"W2097657791","doi":"10.1136/hrt.2005.060269","title":"Coronary stents: in these days of climate change should all stents wear coats?","year":2005,"lang":"en","type":"review","venue":"Heart","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Restenosis; Angioplasty; Balloon; Stent; Cardiology; Percutaneous coronary intervention; Neointimal hyperplasia; Conventional PCI; Elastic recoil; Coronary artery disease; Internal medicine; Radiology; Surgery; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003161216,0.0003558584,0.001685199,0.0003152435,0.00001981001,0.00001020642,0.000154471,0.0003180135,0.001072155],"category_scores_gemma":[0.00009103718,0.0002889184,0.000698164,0.0002219249,0.00006138021,0.0000845303,0.0001786439,0.0004714587,0.0004335714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525941,"about_ca_system_score_gemma":0.00008969266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007626817,"about_ca_topic_score_gemma":0.00006678943,"domain_scores_codex":[0.9977857,0.0001385944,0.0009384631,0.00036632,0.0003501804,0.0004207097],"domain_scores_gemma":[0.9987323,0.0002128166,0.0002294814,0.0005957702,0.00006672098,0.0001629693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005189754,0.00119491,0.005103322,0.01490079,0.0001265439,0.0002564522,0.0001175389,1.444239e-7,4.919277e-7,0.0000597609,0.001951111,0.9762371],"study_design_scores_gemma":[0.0007120382,0.0005056049,0.006214716,0.04237091,0.0007461699,0.0003127111,0.00005933319,0.000008726814,3.629491e-7,0.000004116416,0.9488561,0.0002091889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001121635,0.994767,8.344865e-7,0.0002471674,0.0003324421,0.001657735,0.0003638042,0.00003622137,0.001473146],"genre_scores_gemma":[0.0008637155,0.9968523,0.0001640966,0.0004901732,0.0002765646,0.0002153304,0.0004312296,0.00007129112,0.0006353115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9760278,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2648770044763112,"score_gpt":0.4368791307165928,"score_spread":0.1720021262402817,"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."}}