{"id":"W1850402196","doi":"10.1002/cncr.28747","title":"Breast cancer detection among young survivors of pediatric Hodgkin lymphoma with screening magnetic resonance imaging","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; Princess Margaret Cancer Centre; Women's College Hospital; University of Toronto","funders":"Pediatric Oncology Group of Ontario; Cancer Care Ontario","keywords":"Medicine; Breast cancer; Mammography; Magnetic resonance imaging; Biopsy; Radiology; Breast MRI; Cancer; Stage (stratigraphy); Radiation therapy; Lymph node; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001202921,0.0001963347,0.0003065524,0.0001234508,0.00008798847,0.00001766972,0.00006745868,0.00005023755,0.0001557017],"category_scores_gemma":[0.00001423588,0.0001502297,0.00007279822,0.0003759736,0.00009375228,0.0001055068,0.00002497777,0.00005310106,0.000003696104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100832,"about_ca_system_score_gemma":0.0001457201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039754,"about_ca_topic_score_gemma":0.004630415,"domain_scores_codex":[0.9987961,0.00004196935,0.0002235325,0.0003420606,0.0003001788,0.0002961798],"domain_scores_gemma":[0.9992252,0.00005232638,0.0001492169,0.0002637195,0.0001568328,0.0001527247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631852,0.00005824092,0.6760011,0.00005243634,0.00001876507,0.00001341692,0.00009026311,0.00004034704,0.0001076239,0.00000593946,0.0001093436,0.3233393],"study_design_scores_gemma":[0.00341779,0.0001416798,0.9910888,0.0002341108,0.0003502544,0.0000852535,0.00005724439,0.001424594,0.002227145,0.000004449597,0.0007991376,0.0001695387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836059,0.01456251,0.0003833567,0.0002234523,0.0002305818,0.000284453,0.00003863404,0.00005664796,0.000614504],"genre_scores_gemma":[0.9973857,0.001203377,0.0002204496,0.0001240799,0.0005187467,0.000257239,0.000004546847,0.00003840392,0.0002474192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3231698,"threshold_uncertainty_score":0.9861257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00670236539737386,"score_gpt":0.2304733722155894,"score_spread":0.2237710068182156,"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."}}