{"id":"W2515285500","doi":"10.1136/bcr-2016-216889","title":"Growing concern following compression mammography","year":2016,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Medicine; Mastectomy; Trastuzumab; Radiation therapy; Mammography; Chemotherapy; Breast cancer; Carcinoma; Ductal carcinoma; Surgery; Radiology; 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":[0.0001345058,0.0001470072,0.0001517159,0.00003041119,0.0001257378,0.00001077322,0.00002860666,0.00007447159,0.00001808917],"category_scores_gemma":[0.00006021867,0.00009804738,0.0001909712,0.0000534179,0.00005132555,0.000007217441,0.0001131028,0.00002460773,0.000005595705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001955955,"about_ca_system_score_gemma":0.00003566125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006753538,"about_ca_topic_score_gemma":0.00003265501,"domain_scores_codex":[0.9990135,0.00003194852,0.0002392476,0.0003722197,0.0001318802,0.0002111958],"domain_scores_gemma":[0.9993383,0.00001819668,0.0001294854,0.0004009421,0.00003973587,0.00007335507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0001118017,0.00009798171,0.1796261,0.00002628562,0.0006576141,0.3556265,0.00009080669,0.000004663404,0.4042738,0.00002746717,0.006267972,0.05318902],"study_design_scores_gemma":[0.002544128,0.0002081658,0.01853318,0.0004979876,0.0002899132,0.4468834,0.0003806425,0.000002281497,0.4203258,0.0003132231,0.1090276,0.0009936407],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960713,0.001036467,0.0005784728,0.0003117129,0.0004803674,0.0001888169,0.00000606414,0.00003398192,0.001292855],"genre_scores_gemma":[0.9989539,0.00003968862,0.0002891159,0.0001241603,0.0002586061,0.0000661168,0.00001623105,0.00002124516,0.0002309654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610929,"threshold_uncertainty_score":0.3998256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826804419653419,"score_gpt":0.3014577856151461,"score_spread":0.2831897414186119,"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."}}