{"id":"W2776584773","doi":"10.36834/cmej.36874","title":"Senior medical students’ awareness of radiation risks from common diagnostic imaging examinations","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical radiation; Medical physics; Radiation exposure; Medicine; Medical education; Computer science; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001408409,0.0001834344,0.0001969909,0.0005802197,0.0002577053,0.0008173473,0.0001929786,0.0007840684,0.004734544],"category_scores_gemma":[0.008149886,0.0002038889,0.0002092904,0.0003000294,0.0003950331,0.0005466585,0.0006227354,0.0006137748,0.0005786463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685824,"about_ca_system_score_gemma":0.0005188756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247674,"about_ca_topic_score_gemma":0.001082026,"domain_scores_codex":[0.999295,0.000160952,0.00007355644,0.00005897003,0.0002582509,0.0001532808],"domain_scores_gemma":[0.9946477,0.001233991,0.002333936,0.000132336,0.0006043798,0.00104769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107454,0.0002200782,0.9792501,0.00007676778,0.00001786278,0.0002631317,0.003400548,0.00008017154,0.001180272,0.00004970497,0.0006771855,0.01467679],"study_design_scores_gemma":[0.00002089175,0.0008778835,0.9884158,0.0001107757,0.00002799368,0.001230019,0.005742054,0.0003278943,0.0005853994,0.0000944721,0.002551823,0.00001505613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984885,0.0001657758,0.00007843265,0.0003624931,0.00001372853,0.000008686088,0.00002422438,0.000005462263,0.0008527278],"genre_scores_gemma":[0.9993326,0.0001461532,0.00006364186,0.0001463096,0.0000117995,0.000004950667,0.00002191151,9.851733e-7,0.0002716312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004734544,"threshold_uncertainty_score":0.01583862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178816189490108,"score_gpt":0.3827718201448136,"score_spread":0.3609836582499125,"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."}}