{"id":"W4387600012","doi":"10.1007/s00330-023-10223-z","title":"Combination of computed tomography angiography with coronary artery calcium score for improved diagnosis of coronary artery disease: a collaborative meta-analysis of stable chest pain patients referred for invasive coronary angiography","year":2023,"lang":"en","type":"review","venue":"European Radiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Charité – Universitätsmedizin Berlin; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; British Heart Foundation","keywords":"Medicine; Coronary artery disease; Chest pain; Neuroradiology; Radiology; Internal medicine; Interventional radiology; Cardiology; Coronary angiography; Angiography; Ultrasound; Computed tomography angiography; Neurology; 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":[0.01776968,0.002725978,0.0120762,0.003398048,0.0009265539,0.003543269,0.002174173,0.002892719,0.002053983],"category_scores_gemma":[0.03835761,0.001700896,0.04362392,0.0044333,0.0006734899,0.001220416,0.001656326,0.002455508,0.0003163069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283785,"about_ca_system_score_gemma":0.001322808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008784907,"about_ca_topic_score_gemma":0.01324004,"domain_scores_codex":[0.9823381,0.010353,0.002437161,0.003184228,0.001247398,0.0004401983],"domain_scores_gemma":[0.9634395,0.02642714,0.004689816,0.002719261,0.002011768,0.0007126029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008385704,0.00005167368,0.04104489,0.01311667,0.9302675,0.0001334197,0.00006162228,0.0009243502,0.0002552419,0.00005381464,0.000319422,0.005385654],"study_design_scores_gemma":[0.001105326,0.00027608,0.01531748,0.0007053767,0.9814533,0.00006525249,0.00001482833,0.0005787811,0.00006865271,0.0001009015,0.000292261,0.00002178935],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1936286,0.7960811,0.004551239,0.0009439069,0.0006193118,0.0003740278,0.002479207,0.00017157,0.001151063],"genre_scores_gemma":[0.9419673,0.05158944,0.0031432,0.000719217,0.0004098123,0.000323964,0.001443481,0.00007063396,0.0003328968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01776968,"threshold_uncertainty_score":0.0939762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07372519763378957,"score_gpt":0.305413067862451,"score_spread":0.2316878702286614,"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."}}