{"id":"W2498960439","doi":"10.4018/978-1-4666-5125-8.ch044","title":"Designing Biomedical Stents for Vascular Therapy","year":2014,"lang":"en","type":"book-chapter","venue":"Nanotechnology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stent; Restenosis; Medicine; Interventional cardiology; Medical therapy; Percutaneous coronary intervention; Surgery; Internal medicine; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001596911,0.0002640835,0.0005793617,0.0004013942,0.0000666625,0.000007094985,0.0001814797,0.00141809,0.0006838854],"category_scores_gemma":[0.0002068898,0.0002304017,0.0004718136,0.00003225261,0.000230621,0.000008982453,0.00006792841,0.0004305533,0.0001588246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000733881,"about_ca_system_score_gemma":0.00007941895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003456719,"about_ca_topic_score_gemma":0.000002259792,"domain_scores_codex":[0.9987639,0.000007580257,0.0003707566,0.0003875778,0.0002042045,0.0002659449],"domain_scores_gemma":[0.9988987,0.0001742936,0.0001475543,0.000550603,0.0001443341,0.00008450735],"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":[0.000245525,0.0002380973,0.00005756191,0.0002758049,0.0009000552,0.0001509439,0.00002222353,4.260327e-7,0.003188533,0.1275567,0.02125171,0.8461125],"study_design_scores_gemma":[0.002455177,0.002460803,0.00001305527,0.0004903413,0.0002327944,0.0001005111,0.000006492535,0.00005096191,0.0009653657,0.01073907,0.9822683,0.0002171002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00711526,0.02251677,0.8923401,0.01136514,0.003751032,0.006927897,0.0002901275,0.001967296,0.05372632],"genre_scores_gemma":[0.07434488,0.008507978,0.04567622,0.003185601,0.001738828,0.0006122747,0.001516404,0.0005625974,0.8638552],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9610166,"threshold_uncertainty_score":0.9998783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309318596370282,"score_gpt":0.2858589005598127,"score_spread":0.2527657145961099,"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."}}