{"id":"W4409733683","doi":"10.1161/circinterventions.125.015240","title":"Adenosine Contrast Correlations in Evaluating Revascularization: The (ACCELERATION) Study","year":2025,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Montreal Heart Institute","funders":"","keywords":"Medicine; Fractional flow reserve; Cutoff; Revascularization; Contrast (vision); Coronary artery disease; Iopamidol; Cardiology; Nuclear medicine; Prospective cohort study; Internal medicine; Radiology; Contrast medium; Coronary angiography; 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":[0.001571429,0.0001936217,0.0004448309,0.0004740996,0.0004277769,0.0001226247,0.0001561537,0.0000966162,0.0004387591],"category_scores_gemma":[0.001195552,0.0001699596,0.001745076,0.001379739,0.00007527993,0.0002121536,0.00008289464,0.0003306172,0.00006142219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025703,"about_ca_system_score_gemma":0.0001640708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001422023,"about_ca_topic_score_gemma":0.0002487265,"domain_scores_codex":[0.9973848,0.0004817308,0.0009844134,0.0004238885,0.0005095468,0.0002155935],"domain_scores_gemma":[0.9980562,0.0002306305,0.000121268,0.0009486705,0.0005866867,0.0000565276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008957063,0.004009773,0.8151687,0.0004394974,0.005290024,0.0000720418,0.0009051503,0.1084474,0.0001198727,0.01897587,0.001312469,0.04516961],"study_design_scores_gemma":[0.003735606,0.0001630812,0.9709725,0.0009232151,0.002155653,0.00004971687,0.001268315,0.01862549,0.00001125178,0.0005692953,0.001375072,0.00015074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5785272,0.01377368,0.3914623,0.002859171,0.001349993,0.005869728,0.00002100895,0.0001948891,0.005942043],"genre_scores_gemma":[0.9974795,0.00004141,0.0003052893,0.0001402192,0.0001161509,0.000540751,0.000193612,0.0000202861,0.001162798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189523,"threshold_uncertainty_score":0.693075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06752639723884975,"score_gpt":0.3699279546191185,"score_spread":0.3024015573802688,"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."}}