{"id":"W3115920829","doi":"10.1148/radiol.2020191329","title":"Case 285: Primary Breast Lymphoma","year":2020,"lang":"en","type":"article","venue":"Radiology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Chills; Breast cancer; Physical examination; Axillary lymph nodes; Left breast; Quadrant (abdomen); Radiology; Family history; Erythema; Past medical history; Medical history; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003357501,0.0001160848,0.0003136949,0.00002605465,0.00004289284,0.000004635656,0.00003876506,0.00008720187,0.0002493165],"category_scores_gemma":[0.000023528,0.00008814313,0.00008931095,0.00008277986,0.00006269155,0.00002326999,0.00003113621,0.00003517021,0.0003390118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134384,"about_ca_system_score_gemma":0.0001061552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004307622,"about_ca_topic_score_gemma":0.000001741447,"domain_scores_codex":[0.9993067,0.00003830424,0.0001465211,0.0002454715,0.00006077278,0.0002022254],"domain_scores_gemma":[0.9994742,0.0000645874,0.00003335915,0.0001682444,0.00002322835,0.0002363771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001106947,0.001302967,0.3684928,0.0002059022,0.0008549546,0.2421058,0.001229964,0.000006264683,0.003080206,0.005231064,0.07141718,0.3049659],"study_design_scores_gemma":[0.009325971,0.001210321,0.3635648,0.00001931835,0.0002986125,0.5610473,0.000100986,0.0001884353,0.0007028566,0.00004622316,0.06328249,0.0002127009],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804248,0.0008078866,0.00002545698,0.009421371,0.0001155257,0.0001995963,0.00002961242,0.00009246468,0.008883255],"genre_scores_gemma":[0.9897264,0.00006777125,0.0004291019,0.009188903,0.0003872316,0.00002705489,0.00005398626,0.00001375634,0.0001058591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189415,"threshold_uncertainty_score":0.4357424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140274402103004,"score_gpt":0.2412344424085735,"score_spread":0.2198316983875435,"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."}}