{"id":"W2011188556","doi":"10.1007/s00247-006-0170-x","title":"Assessment of radiation dose awareness among pediatricians","year":2006,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Radiological weapon; Publicity; Specialty; Radiation protection; Chest radiograph; Radiation exposure; Medical physics; Family medicine; Pediatrics; Radiography; Radiology; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003572369,0.0001692255,0.0004677002,0.0005042282,0.00008253298,0.00001023747,0.0001125757,0.000156442,0.0001212321],"category_scores_gemma":[0.0001000241,0.0001584932,0.0001405542,0.0006095245,0.00007491218,0.0001443889,0.00002492073,0.0001964316,0.00001640276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114708,"about_ca_system_score_gemma":0.0003623536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003630125,"about_ca_topic_score_gemma":0.000008497746,"domain_scores_codex":[0.9983845,0.0001032661,0.0005903082,0.000313149,0.0002449851,0.000363799],"domain_scores_gemma":[0.9989928,0.0001892561,0.000340604,0.0002965877,0.00008629903,0.00009446246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000138469,0.0001311954,0.9895118,0.00006262041,0.00002012291,0.0000210514,0.00003281435,0.0008237777,0.0003039382,0.0005842578,0.005409316,0.003085292],"study_design_scores_gemma":[0.001503773,0.0001458926,0.9932308,0.000002717867,0.0002616922,0.00005657728,0.00002188291,0.003423316,0.0002073392,0.0001468371,0.0008574998,0.0001416614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856833,0.001560153,0.002685446,0.0003081906,0.0005063041,0.0003260122,0.00001180134,0.00008380868,0.008834972],"genre_scores_gemma":[0.9951447,0.0007703165,0.0005433547,0.0001261133,0.002881997,0.00002881517,0.0001432254,0.00002501129,0.0003364232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009461431,"threshold_uncertainty_score":0.6463165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008841584043223057,"score_gpt":0.2916394643511854,"score_spread":0.2827978803079623,"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."}}