{"id":"W2058465188","doi":"10.1007/s00247-010-1904-3","title":"Pediatric digital radiography education for radiologic technologists: current state","year":2011,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Neuroradiology; Medical physics; Radiography; Digital radiography; Pediatric Radiology; Radiology; Ultrasound; Nuclear medicine; Current (fluid); Interventional radiology; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01520637,0.0005109529,0.0007897211,0.00157812,0.001586329,0.005646648,0.002522475,0.004289078,0.01381832],"category_scores_gemma":[0.01798933,0.0003396581,0.0005389574,0.002289772,0.00269066,0.005507044,0.002889693,0.003334862,0.001908992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004492445,"about_ca_system_score_gemma":0.02165862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036432,"about_ca_topic_score_gemma":0.01199564,"domain_scores_codex":[0.9959818,0.001177153,0.0007179368,0.0006638047,0.0008674601,0.0005918053],"domain_scores_gemma":[0.9531139,0.02105186,0.004456805,0.001070614,0.01382849,0.006478278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003497493,0.0009164554,0.01097726,0.004028369,0.00003058612,0.0000856078,0.0005924574,0.0002727539,0.0003937596,0.005591875,0.02275285,0.9540083],"study_design_scores_gemma":[0.0003646595,0.002254269,0.07538988,0.04064867,0.0004470488,0.00159539,0.008764352,0.002213241,0.004310252,0.006494905,0.8573865,0.0001307559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02925136,0.7721118,0.006252257,0.1554678,0.003828571,0.0001704223,0.0004516795,0.0003657415,0.0321003],"genre_scores_gemma":[0.2740069,0.6657114,0.01770893,0.02786534,0.005521812,0.0003782876,0.001084292,0.00006997757,0.007653016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01520637,"threshold_uncertainty_score":0.0804199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358277605635983,"score_gpt":0.2659775025867654,"score_spread":0.2423947265304056,"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."}}