{"id":"W2531802780","doi":"10.1016/j.acra.2016.08.002","title":"Virtual Monochromatic Imaging in Patients with Intermediate to High Likelihood of Coronary Artery Disease","year":2016,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Coronary artery disease; Confidence interval; Calcification; Radiology; Coronary angiography; Artery; Monochromatic color; Calcinosis; Nuclear medicine; Internal medicine; Population; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238912,0.000353016,0.0003616338,0.001112865,0.0004670715,0.0008060472,0.0003523669,0.0007568554,0.003991236],"category_scores_gemma":[0.001649116,0.0002236372,0.0002893062,0.0006139225,0.0003992873,0.0005694805,0.0006022312,0.0004502782,0.000319969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009433,"about_ca_system_score_gemma":0.0003947981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697229,"about_ca_topic_score_gemma":0.002662561,"domain_scores_codex":[0.9998061,0.00005527912,0.00001669056,0.00002116269,0.00002860124,0.00007213223],"domain_scores_gemma":[0.9996401,0.00009980595,0.00008141591,0.00001931495,0.0000276651,0.0001316954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003115147,0.0002410427,0.9430217,0.00008357529,0.00005201496,0.02497337,0.0001864419,0.0007897863,0.003282638,0.0003209951,0.001234174,0.02269915],"study_design_scores_gemma":[0.0001513063,0.001489735,0.907263,0.0001060973,0.0001907496,0.0776732,0.001283203,0.006791085,0.001715458,0.001176793,0.002104439,0.00005487504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929177,0.001007783,0.0004191864,0.0003465562,0.00002453077,0.00002117655,0.0001158622,0.00001142884,0.005135911],"genre_scores_gemma":[0.9990206,0.0003391744,0.0002955791,0.00005754491,0.0000377229,0.000007868432,0.00007010897,0.000002341454,0.0001690103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003991236,"threshold_uncertainty_score":0.01335204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002825601145863423,"score_gpt":0.1933417631438703,"score_spread":0.1905161619980069,"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."}}