{"id":"W3140747459","doi":"10.1148/ryct.2020200480","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":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Fractional flow reserve; Computed tomography; Guideline; Radiology; Coronary artery disease; Curriculum; Medical physics; Cardiology; Pathology; Myocardial infarction; Coronary angiography","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":[0.007378219,0.000937024,0.0007298343,0.002664916,0.001267264,0.002078044,0.003111543,0.009286675,0.0134973],"category_scores_gemma":[0.02571247,0.0008931703,0.001719693,0.001614714,0.001157213,0.001321138,0.002416622,0.005803335,0.02113633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004268802,"about_ca_system_score_gemma":0.02277222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0433906,"about_ca_topic_score_gemma":0.09418532,"domain_scores_codex":[0.9931387,0.001907037,0.001197531,0.0002204003,0.002874741,0.0006614937],"domain_scores_gemma":[0.976489,0.003045126,0.001633815,0.0003183045,0.01511493,0.003398908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001716172,0.00007134642,0.000575745,0.0002324962,0.00000931095,0.0001242372,0.0001038221,0.0001862929,0.0001635511,0.001222928,0.9542674,0.04302569],"study_design_scores_gemma":[0.000143673,0.0001009576,0.008428817,0.005834259,0.00004038251,0.00111483,0.0003362009,0.0004944156,0.0003057182,0.002870959,0.9802687,0.00006121506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005361218,0.03542015,0.02400992,0.5723922,0.04671056,0.006320508,0.02359879,0.002318992,0.2838677],"genre_scores_gemma":[0.04793383,0.06889934,0.1198396,0.4615192,0.01812224,0.01392772,0.08043437,0.001313273,0.1880104],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0433906,"threshold_uncertainty_score":0.08627605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172756512117032,"score_gpt":0.2968024867613662,"score_spread":0.2650749216401959,"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."}}