{"id":"W30979096","doi":"10.26443/mjm.v10i2.446","title":"'Miracle stents' - a future without restenosis","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Restenosis; Conventional PCI; Percutaneous coronary intervention; Angioplasty; Cardiology; Stent; Coronary artery disease; Internal medicine; Balloon; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002426523,0.0001286966,0.0004864467,0.000116813,0.00006541476,0.000004001907,0.000125819,0.00006218657,0.001389269],"category_scores_gemma":[0.0006506844,0.00008365566,0.0001851249,0.0002290876,0.00006862707,0.00008355871,0.00003358738,0.0003638642,0.00004117246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004415872,"about_ca_system_score_gemma":0.00003722026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008284574,"about_ca_topic_score_gemma":0.000001255127,"domain_scores_codex":[0.9985699,0.00004249999,0.0006180259,0.0001172268,0.0004976729,0.0001546627],"domain_scores_gemma":[0.9986448,0.00007554019,0.0003052971,0.0001468466,0.0003749378,0.0004525896],"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":[0.003885032,0.001216935,0.08414524,0.0006463642,0.0009000777,0.005669284,0.001413636,0.00003865634,0.01012298,0.001206004,0.770256,0.1204998],"study_design_scores_gemma":[0.01237984,0.01167659,0.05939127,0.001824023,0.001042588,0.003115846,0.002034002,0.0002181063,0.0004862838,0.00009341512,0.9075696,0.0001684569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4897428,0.00564607,0.0007422686,0.4918405,0.001893644,0.0003894673,0.00003404753,0.00005809877,0.009653025],"genre_scores_gemma":[0.9760229,0.0007387949,0.0009905315,0.01895452,0.002809698,0.000001383615,0.000005388885,0.0000216153,0.0004551594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4862801,"threshold_uncertainty_score":0.9995236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237650828081528,"score_gpt":0.3195461558384336,"score_spread":0.2671696475576183,"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."}}