{"id":"W2008179409","doi":"10.1016/s0735-1097(13)60911-0","title":"LIMITATIONS OF AVAILABLE METHODS FOR CT ANGIOGRAPHIC ANALYSIS FOR DETECTION OF IN-STENT RESTENOSIS AFTER LEFT MAIN CORONARY STENTING","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Restenosis; Coronary stenting; Stent; Radiology; Coronary restenosis; Coronary angiography; Cardiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006026101,0.00009662712,0.000758313,0.0005384897,0.00002946019,0.00000208165,0.0001610401,0.00002352444,0.000002713904],"category_scores_gemma":[0.0002050711,0.0000766327,0.0008305853,0.0007539996,0.0001507865,0.0001073819,0.00002513486,0.00009994531,9.229408e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004345633,"about_ca_system_score_gemma":0.00002422345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001116615,"about_ca_topic_score_gemma":0.00001804744,"domain_scores_codex":[0.9988445,0.0001846154,0.0006338021,0.00008233789,0.00008333762,0.0001713887],"domain_scores_gemma":[0.9980335,0.0009068516,0.0005818,0.0001768633,0.0002719919,0.00002898873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004704779,0.00004137392,0.2065394,0.0001858344,0.004546093,0.000006423671,0.0001559915,0.5350906,0.2344998,0.00003244651,0.0002083233,0.01822322],"study_design_scores_gemma":[0.002295714,0.001622582,0.8661116,0.0002106415,0.004294998,0.0003902463,0.006450109,0.05877228,0.05430607,0.002422688,0.002693475,0.0004296435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7320874,0.0007301464,0.2666391,0.00006238894,0.0001409023,0.0002450284,0.00004300501,0.00000373232,0.0000482936],"genre_scores_gemma":[0.9376618,0.0002249692,0.06199535,0.00001356998,0.00003268763,0.00003417144,6.132734e-7,0.00001461386,0.00002220789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6595721,"threshold_uncertainty_score":0.3124991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858230643494221,"score_gpt":0.2688618796195683,"score_spread":0.240279573184626,"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."}}