{"id":"W3033000623","doi":"10.15420/icr.2019.25","title":"Coronary Physiology Derived from Invasive Angiography: Will it be a Game Changer?","year":2020,"lang":"en","type":"article","venue":"Interventional Cardiology Reviews Research Resources","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Chest pain; Clinical Practice; Bespoke; Coronary angiography; Cardiology; Intensive care medicine; Radiology; Internal medicine; Myocardial infarction; Physical therapy","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":[0.01606285,0.0006862453,0.001479436,0.00211416,0.0007709783,0.007560057,0.001688966,0.004254028,0.004239243],"category_scores_gemma":[0.0499671,0.0004122641,0.001089362,0.001132879,0.004758902,0.01132089,0.002633436,0.009944865,0.003195999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733751,"about_ca_system_score_gemma":0.002614253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794479,"about_ca_topic_score_gemma":0.002543019,"domain_scores_codex":[0.9962065,0.001657655,0.0004727289,0.0003757971,0.001094676,0.0001925776],"domain_scores_gemma":[0.9622387,0.02731787,0.001435122,0.00140177,0.005770258,0.001836383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003172582,0.0001424456,0.01215754,0.002345376,0.0001665688,0.001275889,0.001366789,0.0004489584,0.0009449147,0.03784322,0.1336731,0.809318],"study_design_scores_gemma":[0.0001068094,0.0005930538,0.01584406,0.01055959,0.0003071273,0.01226875,0.004774729,0.001861405,0.001116354,0.1456527,0.806536,0.0003794188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00571622,0.3592356,0.01603874,0.5744885,0.02964165,0.00008153734,0.000258941,0.0002545077,0.0142842],"genre_scores_gemma":[0.09647636,0.5738759,0.03159614,0.1735189,0.1168485,0.0002031201,0.0005598001,0.0003799599,0.006541304],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01606285,"threshold_uncertainty_score":0.08494949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935270148126323,"score_gpt":0.4077413899651256,"score_spread":0.2142143751524933,"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."}}