{"id":"W4318926636","doi":"10.1007/s00247-023-05586-w","title":"Current utilization of pediatric postmortem imaging in North America: a questionnaire-based survey","year":2023,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Reimbursement; Neuroradiology; Limiting; Modalities; Incentive; Interventional radiology; Medical imaging; Autopsy; Postmortem studies; Magnetic resonance imaging; Medical physics; Family medicine; Medical education; Radiology; Pathology; Psychiatry; Neurology; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.0005025009,0.0001662149,0.0004712802,0.0009141713,0.00003098754,0.000003537904,0.0001192902,0.00008077221,0.00002367687],"category_scores_gemma":[0.0006933198,0.0001509731,0.00009577018,0.002563091,0.00005773418,0.00004476069,0.00003980246,0.0002140167,0.00002976721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008453841,"about_ca_system_score_gemma":0.0002770165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000268061,"about_ca_topic_score_gemma":0.00008468793,"domain_scores_codex":[0.9983785,0.0002223523,0.0005535674,0.0003210827,0.0001808968,0.0003436335],"domain_scores_gemma":[0.998995,0.0002723414,0.0002430444,0.0002701794,0.0001296597,0.00008975625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005753763,0.00008533245,0.9880824,0.0001383121,0.000003639656,0.00003780791,0.00007089807,0.0001192603,0.000003448974,0.00001748793,0.002317599,0.009066283],"study_design_scores_gemma":[0.0007460775,0.0001251787,0.9940673,0.000006736277,0.00008119195,0.00001284174,0.00000874939,0.004459269,0.000005981602,0.00003107448,0.0003303082,0.0001252676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920764,0.003679305,0.002852779,0.0002813996,0.000392557,0.0003835618,0.00003237084,0.0002680867,0.00003354365],"genre_scores_gemma":[0.99281,0.005918236,0.0002437905,0.0001255699,0.0004239195,0.00003701264,0.000400694,0.00002469603,0.00001606704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008941015,"threshold_uncertainty_score":0.6156502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677641072708433,"score_gpt":0.3287959361353875,"score_spread":0.2920195254083032,"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."}}