{"id":"W3007121684","doi":"10.1007/s10140-020-01761-w","title":"Assessment of RAdiopaque Patient IDentification Stickers (RAPIDS) for patient-scan correlation in a mass casualty incident","year":2020,"lang":"en","type":"article","venue":"Emergency Radiology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Radiography; Sternum; Legibility; Forehead; Forensic identification; Radiology; Nuclear medicine; Surgery","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":[0.001576981,0.000710812,0.0005727067,0.002971589,0.0007729823,0.001652239,0.0008997641,0.001037849,0.002908755],"category_scores_gemma":[0.01309714,0.0003765679,0.0004057666,0.001243619,0.0004267207,0.001056289,0.00085395,0.001603587,0.000610487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077834,"about_ca_system_score_gemma":0.001006542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444177,"about_ca_topic_score_gemma":0.002888529,"domain_scores_codex":[0.9986686,0.0003047061,0.0002433259,0.0001134641,0.0004089545,0.0002609736],"domain_scores_gemma":[0.9933749,0.001685381,0.002777107,0.0001629979,0.001251361,0.0007483565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005128827,0.0003156984,0.9833817,0.00007534543,0.00002829156,0.006032287,0.0005936862,0.0001353163,0.0008776314,0.00007438089,0.0004777578,0.007495098],"study_design_scores_gemma":[0.00003980372,0.002613177,0.9550331,0.0004287878,0.0002017127,0.02595281,0.00794786,0.003014774,0.003137634,0.0003598109,0.00121161,0.00005884079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940514,0.0007220557,0.000567381,0.0004738727,0.00006832073,0.00007225403,0.0001957871,0.00003596159,0.003812974],"genre_scores_gemma":[0.9979398,0.0004740583,0.0009470377,0.00011003,0.00005540171,0.00001923721,0.0001415472,0.000008833496,0.0003039041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002971589,"threshold_uncertainty_score":0.009730816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184474442575765,"score_gpt":0.3251600220463586,"score_spread":0.303315277620601,"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."}}