{"id":"W1720024744","doi":"10.1148/radiol.2015150121","title":"High-Risk Lesions Detected at Second-Look US for Breast Lesions Identified at MR Imaging","year":2015,"lang":"en","type":"letter","venue":"Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Breast imaging; Breast MRI; Breast cancer; Breast surgery; Biopsy; Mammography; Nuclear medicine; 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":[0.0007190463,0.0006830365,0.0007729907,0.001080961,0.002067431,0.001843142,0.001132157,0.01298008,0.005032788],"category_scores_gemma":[0.00995263,0.0006744945,0.0009564962,0.0006336442,0.001199513,0.001877934,0.0007437993,0.008349633,0.001849168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214673,"about_ca_system_score_gemma":0.001533109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00363452,"about_ca_topic_score_gemma":0.006886239,"domain_scores_codex":[0.999229,0.0002042279,0.0001337615,0.0001020683,0.000141865,0.0001890591],"domain_scores_gemma":[0.9979856,0.0008908338,0.00022594,0.0001031137,0.0002906045,0.0005038468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.000247882,0.0001941206,0.05016872,0.0001653414,0.00005682743,0.8013572,0.000527452,0.0003113213,0.002137789,0.002699362,0.1283915,0.01374246],"study_design_scores_gemma":[0.0001500466,0.0002839653,0.01903865,0.0006214887,0.0001294564,0.887738,0.001643601,0.002597685,0.001616306,0.006593677,0.07949567,0.00009135885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1008544,0.006551043,0.001551099,0.8220471,0.01354477,0.0001542367,0.0003235567,0.0001579957,0.05481591],"genre_scores_gemma":[0.6091413,0.007027246,0.004537016,0.2916152,0.06985918,0.00009397836,0.0003536445,0.000144087,0.01722825],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01298008,"threshold_uncertainty_score":0.01683635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605855345761444,"score_gpt":0.2838500821477296,"score_spread":0.2577915286901152,"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."}}