{"id":"W2335965789","doi":"10.1148/radiol.2016151419","title":"Breast Cancers Detected at Screening MR Imaging and Mammography in Patients at High Risk: Method of Detection Reflects Tumor Histopathologic Results","year":2016,"lang":"en","type":"article","venue":"Radiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Mammography; Radiology; Medical screening; Magnetic resonance imaging; Breast imaging; Breast cancer; Pathology; Gynecology; Cancer; Internal medicine","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":[0.003358696,0.0003216033,0.0004752032,0.002131258,0.0002315374,0.0008869932,0.0004798876,0.0004897014,0.0008208256],"category_scores_gemma":[0.01521928,0.0002415776,0.0003923568,0.001155273,0.0003983568,0.0007999552,0.0005160091,0.0002871961,0.0003607317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545695,"about_ca_system_score_gemma":0.0002641777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006889435,"about_ca_topic_score_gemma":0.001418265,"domain_scores_codex":[0.9961395,0.001642051,0.0005450292,0.000528924,0.000931742,0.0002127881],"domain_scores_gemma":[0.9898837,0.004007935,0.004182305,0.0005802143,0.0009823038,0.0003635833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001450284,0.00001167694,0.9968828,0.00001211723,0.00003537703,0.00005410356,0.00001829592,0.00002081463,0.0002393679,0.000008175055,0.00002020883,0.002552076],"study_design_scores_gemma":[0.00001050587,0.0002308352,0.9963621,0.00001661522,0.00005406344,0.002290723,0.0001123179,0.000303716,0.0003931349,0.00002014313,0.0001998087,0.000005882077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950467,0.003045465,0.0007862917,0.00005581461,0.00001704595,0.00002926154,0.0001491228,0.00001215468,0.000858102],"genre_scores_gemma":[0.9980355,0.0004705637,0.001157982,0.00002053394,0.00003506472,0.00001668428,0.0001534459,0.000005100906,0.0001051007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003358696,"threshold_uncertainty_score":0.01776266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008196458243403053,"score_gpt":0.2395085377842241,"score_spread":0.231312079540821,"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."}}