{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007565662,0.0002358882,0.0005197914,0.0003143446,0.00007433374,0.00001112585,0.00009315539,0.00006447269,0.000202618],"category_scores_gemma":[0.0001154126,0.000157193,0.000502468,0.0003253831,0.0002240111,0.0000536707,0.00004274833,0.0001413136,0.00002634355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000277317,"about_ca_system_score_gemma":0.0002134373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006105709,"about_ca_topic_score_gemma":0.00005934461,"domain_scores_codex":[0.9987023,0.00007006958,0.0002272131,0.0004438024,0.000162451,0.0003941195],"domain_scores_gemma":[0.9981418,0.001073431,0.0001080097,0.0003791101,0.0001409562,0.0001566553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610388,0.0001871671,0.9822001,0.000120852,0.0004633744,0.0003309526,0.0002620555,0.00004086106,0.0001807387,0.00008059139,0.01074672,0.00377622],"study_design_scores_gemma":[0.002934919,0.006315207,0.9818834,0.0002606362,0.0004874135,0.002377084,0.0009825019,0.00001676562,0.0005988028,0.0001472744,0.003713751,0.0002822513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906344,0.005343247,0.0000773003,0.000243796,0.0005475067,0.001247236,0.0002122952,0.00009510398,0.001599108],"genre_scores_gemma":[0.9967831,0.0003849514,0.00125076,0.0007302989,0.0001660167,0.0001153868,0.0003954402,0.00003298483,0.0001410691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007032972,"threshold_uncertainty_score":0.6410145,"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."}}