{"id":"W2918446580","doi":"10.1007/s00247-018-04340-x","title":"Joint European Society of Paediatric Radiology (ESPR) and International Society for Forensic Radiology and Imaging (ISFRI) guidelines: paediatric postmortem computed tomography imaging protocol","year":2019,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Royal College of Radiologists; Medical Research Council; University College London Hospitals NHS Foundation Trust; National Institute for Health and Care Research","keywords":"Medicine; Neuroradiology; Radiology; Protocol (science); Medical physics; Computed tomography; Medical imaging; Interventional radiology; Pathology; Neurology","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"],"consensus_categories":[],"category_scores_codex":[0.001564153,0.00050065,0.001253203,0.0005003827,0.0001316781,0.00002384413,0.0002901971,0.0002653815,0.00003158252],"category_scores_gemma":[0.0002264477,0.0004254002,0.0008384555,0.0005294036,0.0003917246,0.000146058,0.0003359335,0.0004670256,0.000004009727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020254,"about_ca_system_score_gemma":0.0001969842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000209485,"about_ca_topic_score_gemma":4.987895e-7,"domain_scores_codex":[0.9965466,0.0001883025,0.00137684,0.0009634882,0.0001962241,0.000728509],"domain_scores_gemma":[0.9974478,0.0006002402,0.0007829701,0.0004497225,0.0004943309,0.0002248984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000225102,0.00007004985,0.9131587,0.0006404325,0.0002484462,0.00001665622,0.0002797385,0.0000148907,0.0008051699,0.0002721556,0.0716224,0.0126463],"study_design_scores_gemma":[0.01861122,0.00201238,0.8825918,0.00006525321,0.001304407,0.006545644,0.0005686278,0.05436355,0.0001091063,0.001761754,0.03079011,0.001276178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566376,0.01827262,0.0395698,0.01384431,0.00261012,0.06677363,0.0002383137,0.0009541255,0.00109951],"genre_scores_gemma":[0.7332714,0.006441373,0.2324004,0.009896935,0.009052142,0.007717034,0.0005453769,0.0003118367,0.0003635285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1928306,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056154444671029,"score_gpt":0.2977193864621938,"score_spread":0.2771578420154835,"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."}}