{"id":"W2997473251","doi":"10.1016/j.jcct.2019.12.034","title":"Highlights of the fourteenth annual scientific meeting of the Society of Cardiovascular Computed Tomography","year":2019,"lang":"en","type":"editorial","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Computed tomography; Clinical Practice; Medical physics; Medical education; Gerontology; Family medicine; Radiology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005809673,0.000889201,0.005133701,0.00129982,0.0003162669,0.0001028488,0.00191857,0.000998409,0.000003305238],"category_scores_gemma":[0.0007928591,0.0005706836,0.05411167,0.004680126,0.001620151,0.0001875991,0.0007580843,0.002346806,9.259992e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399455,"about_ca_system_score_gemma":0.001730432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714331,"about_ca_topic_score_gemma":0.000001542816,"domain_scores_codex":[0.9861568,0.001262621,0.002607702,0.0008374215,0.008421984,0.0007135238],"domain_scores_gemma":[0.9831262,0.001437351,0.003158051,0.003811828,0.008181229,0.0002853004],"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":[0.0002168402,0.0005778903,0.005655271,0.003435045,0.123981,0.0000535795,0.000820733,0.04183927,0.0001703,0.00002546978,0.8213432,0.001881425],"study_design_scores_gemma":[0.00806058,0.0004362624,0.01256515,0.008737622,0.03814426,0.0002502346,0.0002635387,0.0003873691,0.004465021,0.00005106593,0.9259484,0.0006905015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.01955901,0.2322071,0.006379355,0.0002191509,0.7381178,0.001991566,0.001018872,0.00006948876,0.0004376178],"genre_scores_gemma":[0.5609804,0.005473265,0.01057684,0.0001088752,0.4219508,0.00002078473,0.0002756042,0.0005122783,0.0001011532],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5414214,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006636430404717554,"score_gpt":0.2147199735977657,"score_spread":0.2080835431930482,"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."}}