{"id":"W2035453126","doi":"10.1080/02841850701468883","title":"Breast MRI in the evaluation of locally recurrent or new breast cancer in the postoperative patient: correlation of morphology and enhancement features with the BI-RADS category","year":2007,"lang":"en","type":"article","venue":"Acta Radiologica","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Breast MRI; Kappa; Correlation; Magnetic resonance imaging; BI-RADS; Radiology; Mammography; Ultrasound; Breast ultrasound; Concordance; Breast carcinoma; Positive predicative value; Cancer; Nuclear medicine; Predictive value; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168039,0.0001388256,0.000258195,0.00007978731,0.00004620426,0.000006266213,0.0001714788,0.00009480793,0.0001860432],"category_scores_gemma":[0.00005335519,0.00005221702,0.00002621212,0.0003746533,0.0002479268,0.00004945515,0.00002380425,0.0002842772,4.177235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715934,"about_ca_system_score_gemma":0.0002707132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254971,"about_ca_topic_score_gemma":0.002907809,"domain_scores_codex":[0.9983557,0.0004939991,0.0003160218,0.000223898,0.0004270331,0.0001833569],"domain_scores_gemma":[0.9987422,0.000539733,0.000239295,0.0002715198,0.0001799784,0.00002724028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01406108,0.001543785,0.2988985,0.0001317776,0.0003249022,0.00005896898,0.1074633,0.003884694,0.009481432,0.0009351562,0.04513339,0.518083],"study_design_scores_gemma":[0.001704461,0.001493845,0.9899423,0.0001815576,0.000145742,0.0004654077,0.004814639,0.0002913157,0.0005805445,0.00005514191,0.0002459027,0.00007918271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657522,0.002259191,0.0001297716,0.02982607,0.00008527366,0.001479534,0.00002463642,0.000003737835,0.0004396168],"genre_scores_gemma":[0.9970311,0.001531724,0.00006196481,0.001138291,0.00005512209,0.0001466688,0.00001880187,0.000005959515,0.00001040471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6910438,"threshold_uncertainty_score":0.2129348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819124820620324,"score_gpt":0.3188605901726211,"score_spread":0.2906693419664179,"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."}}