{"id":"W3049221429","doi":"10.1016/j.jcct.2020.08.003","title":"2020 SCCT Guideline for Training Cardiology and Radiology Trainees as Independent Practitioners (Level II) and Advanced Practitioners (Level III) in Cardiovascular Computed Tomography: A Statement from the Society of Cardiovascular Computed Tomography","year":2020,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"British Heart Foundation; Boston Scientific Corporation; Henry Ford Health System; Edwards Lifesciences; Radiological Society of North America; Cancer Prevention and Research Institute of Texas; Pfizer; George Washington University; Astellas Pharma US; Cardiovascular Institute of Philadelphia; National Institutes of Health; Medtronic; GE Healthcare; Abbott Laboratories","keywords":"Medicine; Guideline; Fractional flow reserve; Coronary artery disease; Computed tomography; Radiology; Curriculum; Medical physics; Medical education; Cardiology; Pathology; Coronary angiography; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004613101,0.0009543775,0.004843957,0.0008893875,0.0004161155,0.0001146164,0.0005051182,0.0005086928,0.000005831864],"category_scores_gemma":[0.0006067059,0.0007769791,0.01266077,0.002333939,0.0008163707,0.0004630631,0.0003305597,0.001444816,4.966649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356071,"about_ca_system_score_gemma":0.0005851284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004431513,"about_ca_topic_score_gemma":0.000008361046,"domain_scores_codex":[0.9918572,0.001289315,0.002602662,0.001320161,0.001994509,0.0009361642],"domain_scores_gemma":[0.9937736,0.0013509,0.001088147,0.001156326,0.00188732,0.00074371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00338482,0.0006428644,0.02156892,0.001059926,0.320346,0.001814897,0.01125738,0.5333943,0.0008660968,0.0001335157,0.02529551,0.0802357],"study_design_scores_gemma":[0.1067294,0.006276791,0.2225955,0.002860918,0.05952695,0.01016123,0.02074706,0.03315198,0.001168883,0.001093244,0.5320173,0.003670851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1876339,0.2592487,0.5416774,0.005487983,0.001505776,0.003384777,0.0008186186,0.0001674668,0.00007545736],"genre_scores_gemma":[0.9043472,0.007801099,0.08340022,0.001897561,0.001738687,0.00009799733,0.0005789232,0.0001368616,0.000001471786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7167133,"threshold_uncertainty_score":0.9994681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325282015883969,"score_gpt":0.2720882568161225,"score_spread":0.2395600552277256,"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."}}