{"id":"W2925076157","doi":"10.1148/radiol.2019181409","title":"Patient Preferences for Coronary CT Angiography with Stress Perfusion, SPECT, or Invasive Coronary Angiography","year":2019,"lang":"en","type":"article","venue":"Radiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Ottawa","funders":"National Heart, Lung, and Blood Institute; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Coronary angiography; Perfusion; Radiology; Myocardial perfusion imaging; Angiography; Perfusion scanning; Cardiology; Internal medicine; 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":[0.003737511,0.0002517812,0.0004978471,0.0002556094,0.0003052962,0.0007363254,0.0002149515,0.0004542962,0.003926639],"category_scores_gemma":[0.007055088,0.0001107783,0.000638198,0.0004395146,0.0005052066,0.0004629498,0.0003838337,0.0006276667,0.0002844656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226304,"about_ca_system_score_gemma":0.0004147747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003128773,"about_ca_topic_score_gemma":0.0005430497,"domain_scores_codex":[0.9970521,0.001945026,0.0002576646,0.0001921501,0.0003851715,0.00016785],"domain_scores_gemma":[0.9917568,0.003806817,0.003158895,0.000248058,0.0002809394,0.0007485076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009872333,0.001137414,0.9624426,0.0002697517,0.0004787211,0.0001138577,0.0003841803,0.0003258869,0.001188612,0.0001264534,0.0006112903,0.02304898],"study_design_scores_gemma":[0.001881692,0.01633617,0.9745842,0.0001603913,0.0003513698,0.001025808,0.001038575,0.001340573,0.0009371173,0.0005027565,0.001788404,0.00005296948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998044,0.0004518519,0.0001955102,0.0001749401,0.00001047554,0.00008663509,0.0001447659,0.000003228818,0.00088852],"genre_scores_gemma":[0.9990603,0.0001366404,0.0003505699,0.0001433412,0.00002039133,0.0001046026,0.0001148489,0.000001050908,0.00006824073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003926639,"threshold_uncertainty_score":0.01976609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119807545253983,"score_gpt":0.2395484474170982,"score_spread":0.2283503719645583,"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."}}