{"id":"W2989976879","doi":"10.1148/ryct.2019190050","title":"Coronary CT Angiography-derived Fractional Flow Reserve Testing in Patients with Stable Coronary Artery Disease: Recommendations on Interpretation and Reporting","year":2019,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Fractional flow reserve; Medicine; Coronary artery disease; Coronary angiography; Cardiology; Internal medicine; Angiography; Radiology; 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":[0.000469614,0.0002056835,0.0004325899,0.0003862731,0.0001276892,0.00002946161,0.00005385852,0.00003612262,0.00009708956],"category_scores_gemma":[0.0007038073,0.0001922742,0.0001625118,0.0002926852,0.00009590595,0.0003207198,0.00005349387,0.0003340438,0.000010186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722541,"about_ca_system_score_gemma":0.0001006907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003051031,"about_ca_topic_score_gemma":0.000005672434,"domain_scores_codex":[0.9981811,0.0001784482,0.0006576338,0.000482144,0.0001937283,0.0003069643],"domain_scores_gemma":[0.9983624,0.0005895854,0.000406264,0.0003287117,0.000183918,0.0001291654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009246511,0.0001700221,0.9639521,0.00007079509,0.0001535335,0.0004655294,0.00006681625,0.001161793,0.00006025282,0.000009385533,0.0002517557,0.03271343],"study_design_scores_gemma":[0.001604843,0.0003705319,0.9805189,0.0008397146,0.000144875,0.0006849865,0.0002019411,0.0152201,0.000006378761,0.00006509091,0.0001508698,0.0001917475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954755,0.0006542054,0.001416788,0.0006078227,0.0003477148,0.0006460915,0.00006013658,0.00007188616,0.0007199042],"genre_scores_gemma":[0.9943559,0.00002005685,0.004433177,0.0003264773,0.00006036226,0.00005245121,0.0006519116,0.00003333787,0.00006635144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252168,"threshold_uncertainty_score":0.7840716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846944763738147,"score_gpt":0.2932860091216408,"score_spread":0.2748165614842594,"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."}}