{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008476203,0.0004812071,0.0004841489,0.001520728,0.001377447,0.001469441,0.0005725616,0.004035556,0.003307735],"category_scores_gemma":[0.01012523,0.0002821136,0.0003733464,0.001752696,0.001017164,0.00126034,0.0005752079,0.002194621,0.0008051252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009662713,"about_ca_system_score_gemma":0.0004743856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152256,"about_ca_topic_score_gemma":0.002193984,"domain_scores_codex":[0.9991004,0.0003717843,0.00007179605,0.0001213708,0.0001941433,0.000140436],"domain_scores_gemma":[0.9955811,0.002404606,0.001006942,0.0002398505,0.0003614447,0.0004062026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001115125,0.00006322712,0.0543029,0.0002505799,0.00003601487,0.9021353,0.001435327,0.00006115595,0.001020605,0.001360287,0.01175207,0.02747105],"study_design_scores_gemma":[0.000009053106,0.00008925862,0.00885267,0.0001721845,0.00002952969,0.9790644,0.0006620363,0.00009605147,0.0004729506,0.0006202183,0.009922063,0.000009498682],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7035533,0.1066892,0.004437968,0.09857181,0.003840702,0.0002295628,0.0003368695,0.0002790301,0.08206171],"genre_scores_gemma":[0.9640876,0.01584714,0.0009412269,0.01128543,0.003777909,0.00002227192,0.00009945202,0.0000258199,0.00391318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004035556,"threshold_uncertainty_score":0.01106548,"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."}}