{"id":"W2784196079","doi":"10.21037/cdt.2017.12.04","title":"Simplifying the assessment of coronary artery stenosis by enhancing instantaneous wave free ratio","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Diagnosis and Therapy","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Fractional flow reserve; Receiver operating characteristic; Cardiology; Internal medicine; Stenosis; Coronary artery disease; Area under the curve; Coronary angiography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002851862,0.0006340348,0.0004470661,0.001303167,0.0001137375,0.0005369593,0.000388556,0.0004857696,0.0009275135],"category_scores_gemma":[0.005329533,0.0001646428,0.0002508383,0.0004615909,0.0004633666,0.0005736341,0.000361014,0.0003889709,0.0003465503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008191214,"about_ca_system_score_gemma":0.0001482193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311592,"about_ca_topic_score_gemma":0.0002315289,"domain_scores_codex":[0.9990668,0.0004745616,0.00009510639,0.0001413562,0.0001654683,0.00005680102],"domain_scores_gemma":[0.9967898,0.001895302,0.0006926175,0.000199715,0.0002951731,0.0001274347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004759049,0.000522848,0.5487795,0.0006463159,0.0002059416,0.001502246,0.0004314385,0.001161948,0.2132908,0.0003890907,0.00042391,0.2278869],"study_design_scores_gemma":[0.0001939437,0.009638019,0.8771845,0.0001394491,0.0005156497,0.02357364,0.0002271094,0.01154248,0.07339782,0.0009308366,0.002548896,0.0001077458],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690409,0.003824824,0.02515454,0.0001409193,0.00003240752,0.0001034396,0.00009353461,0.0001950889,0.001414261],"genre_scores_gemma":[0.9759853,0.0007979364,0.02284994,0.00004832785,0.00006807116,0.00003162872,0.00007913588,0.00001983333,0.0001198119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002851862,"threshold_uncertainty_score":0.01508224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835111153653229,"score_gpt":0.280216002044782,"score_spread":0.2518648905082497,"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."}}