{"id":"W2740195285","doi":"10.1016/j.brachy.2017.06.010","title":"Brachytherapy patient safety events in an academic radiation medicine program","year":2017,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"U.S. Nuclear Regulatory Commission","keywords":"Medicine; Brachytherapy; Medical physics; Nuclear medicine; Radiation therapy; Radiology","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":[0.0008882648,0.0002608054,0.0002839724,0.001284487,0.00464271,0.00171318,0.001245525,0.001102832,0.006598484],"category_scores_gemma":[0.003490675,0.0004196779,0.0005065799,0.001629249,0.0007557735,0.0008836141,0.002053959,0.00189391,0.0004508185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005731754,"about_ca_system_score_gemma":0.007358104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04220466,"about_ca_topic_score_gemma":0.08160555,"domain_scores_codex":[0.9985312,0.0004433666,0.0001010432,0.0001591921,0.0002394465,0.0005256279],"domain_scores_gemma":[0.9947522,0.0007592755,0.001073933,0.0000940152,0.0005461732,0.002774438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006686599,0.002462816,0.9678054,0.00005797565,0.00008698878,0.003606095,0.003042739,0.0008293648,0.0005718942,0.000447262,0.003440463,0.01698034],"study_design_scores_gemma":[0.0001253738,0.00249725,0.9568737,0.00008638912,0.00009494324,0.004295052,0.02772294,0.00299986,0.0007423591,0.0005645998,0.003931229,0.00006639444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957643,0.0001373123,0.0001307099,0.001322664,0.00001905825,0.00005055487,0.00020966,0.00002168283,0.002344015],"genre_scores_gemma":[0.9976348,0.0001631263,0.0001813647,0.0006765692,0.00004762706,0.00001896066,0.0002176969,0.0000113193,0.001048564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04220466,"threshold_uncertainty_score":0.08391804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471571681700162,"score_gpt":0.3807563740013001,"score_spread":0.3460406571842984,"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."}}