{"id":"W2133221537","doi":"10.1148/radiol.11110639","title":"Accuracy of Unenhanced MR Imaging in the Detection of Axillary Lymph Node Metastasis: Study of Reproducibility and Reliability","year":2011,"lang":"en","type":"article","venue":"Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Reproducibility; Confidence interval; Magnetic resonance imaging; Radiology; Nuclear medicine; Lymph node; Effective diffusion coefficient; Pathology; 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":[0.002934685,0.0000944554,0.0005060899,0.0000966,0.00001548003,6.467679e-7,0.0001221021,0.00005075709,0.00002343101],"category_scores_gemma":[0.00196181,0.00006684253,0.0000509994,0.0002496283,0.0002717348,0.00005175461,0.00005177497,0.0001094949,2.395233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005292287,"about_ca_system_score_gemma":0.00005554409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243615,"about_ca_topic_score_gemma":0.00008576785,"domain_scores_codex":[0.9980931,0.0005436695,0.0005899046,0.0005249208,0.0001209375,0.0001275073],"domain_scores_gemma":[0.9975482,0.0005582736,0.0003138948,0.001425942,0.0001311193,0.00002262458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005445195,0.0008378859,0.9452568,0.000237184,0.00004673199,0.000005257335,0.006969281,0.00001243757,0.03482101,0.000006918644,0.00001516199,0.01124685],"study_design_scores_gemma":[0.00123921,0.0004754241,0.8936347,0.00003705638,0.0001425873,0.00004516372,0.002521716,0.00004343753,0.1015238,0.0002760202,0.00001609037,0.0000447702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970244,0.00166106,0.00008422165,0.0002885732,0.00009983661,0.000668427,0.000005097129,0.000008880913,0.0001594901],"genre_scores_gemma":[0.9989613,0.0004775826,0.0004297975,0.00004712568,0.00002110913,0.00005412289,0.000001113291,0.000006901234,9.773473e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06670275,"threshold_uncertainty_score":0.3682746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770066553526403,"score_gpt":0.3129682848281247,"score_spread":0.2752676192928606,"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."}}