{"id":"W3010923412","doi":"10.1002/ccd.28827","title":"A global registry of fractional flow reserve (FFR)–guided management during routine care: Study design, baseline characteristics and outcomes of invasive management","year":2020,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Fractional flow reserve; Revascularization; Conventional PCI; Coronary artery disease; Observational study; Prospective cohort study; Cardiology; Angiography; Acute coronary syndrome; Internal medicine; Percutaneous coronary intervention; Percutaneous; Interventional cardiology; Coronary angiography; Myocardial infarction; Emergency medicine","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":[0.0002602173,0.0001739222,0.0005140928,0.0001076958,0.00008173499,0.00002701976,0.00009137781,0.00004811764,0.00007838734],"category_scores_gemma":[0.0002054913,0.0001697768,0.0007250939,0.0002424272,0.00007268943,0.00007908486,0.0002155648,0.0000663139,0.000001562041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004517883,"about_ca_system_score_gemma":0.00001687836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002148439,"about_ca_topic_score_gemma":0.00000555714,"domain_scores_codex":[0.9983852,0.0001544553,0.0006722244,0.0003363906,0.0003315523,0.0001201881],"domain_scores_gemma":[0.9989695,0.00003386277,0.0001874455,0.0004063972,0.0002830387,0.0001197573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009026215,0.003627975,0.9231081,0.01567478,0.02083224,0.0006428169,0.002659112,0.002368879,0.000293723,0.001254411,0.0004767603,0.02815856],"study_design_scores_gemma":[0.004728826,0.0007592939,0.9841865,0.0008667455,0.003443487,0.00005984959,0.004535018,0.0007800516,0.000201607,0.0000299499,0.0002220673,0.0001866366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226568,0.001305419,0.1738032,0.0002139128,0.00011797,0.001284647,0.0003111899,0.00003786874,0.0002689695],"genre_scores_gemma":[0.9958355,0.0006137692,0.003026732,0.00004643503,0.00003499038,0.00008135231,0.0002255549,0.0000161751,0.0001194445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731787,"threshold_uncertainty_score":0.6923299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850488603902808,"score_gpt":0.2945409774313823,"score_spread":0.2560360913923542,"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."}}