{"id":"W2616870914","doi":"10.1007/s00330-017-4872-2","title":"An evaluation of patient experience during percutaneous breast biopsy","year":2017,"lang":"en","type":"article","venue":"European Radiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Biopsy; Radiology; Breast biopsy; Percutaneous; Interventional radiology; Surgery; Breast cancer; Mammography; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002967312,0.00008649583,0.000166969,0.00004881733,0.0001722506,0.00001087112,0.0001679856,0.00003057929,0.0002468844],"category_scores_gemma":[0.00007296099,0.00007080343,0.00004549598,0.00002112761,0.0002000328,0.00005920975,0.00005157727,0.00008023038,0.00003752986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000353898,"about_ca_system_score_gemma":0.00003636823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002579944,"about_ca_topic_score_gemma":0.000001138995,"domain_scores_codex":[0.9989983,0.0002746518,0.0001817858,0.0002248124,0.0001696523,0.0001507476],"domain_scores_gemma":[0.9988582,0.000007442505,0.0001354159,0.0007561647,0.0001419453,0.0001008022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003757704,0.0002583772,0.1215608,0.00003137375,0.00004098435,0.001304354,0.004824114,0.00005796007,0.7984751,0.0001692287,0.00004802178,0.07285391],"study_design_scores_gemma":[0.000550043,0.0002503562,0.9634947,0.00002814767,0.00004766124,0.03351735,0.0004046375,0.0004271211,0.0011362,0.000006907096,0.0000650071,0.00007188848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898455,0.0001026607,0.000009397587,0.0001113869,0.0001618004,0.0001386643,0.000006340117,0.00002265036,0.009601573],"genre_scores_gemma":[0.9995225,0.000006421533,0.0002010189,0.00003505674,0.0001529179,0.000002868643,0.000009310497,0.0000172311,0.00005265026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8419338,"threshold_uncertainty_score":0.288728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829087522390071,"score_gpt":0.2960581996358736,"score_spread":0.2677673244119729,"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."}}