{"id":"W3031107464","doi":"10.1186/s13014-020-01576-6","title":"PET/CT of breast cancer regional nodal recurrences: an evaluation of contouring atlases","year":2020,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Contouring; Radiation therapy; Breast cancer; Nuclear medicine; Radiology; Population; Adjuvant radiotherapy; 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":[0.002424,0.0002152037,0.0001992842,0.001177306,0.0001184616,0.0008372802,0.0002895979,0.0002415391,0.0008045917],"category_scores_gemma":[0.007995105,0.000176468,0.0002567454,0.0006292951,0.000231109,0.0004113757,0.0003531548,0.000163785,0.0001796561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983832,"about_ca_system_score_gemma":0.000167043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000794194,"about_ca_topic_score_gemma":0.0008456196,"domain_scores_codex":[0.9993753,0.0002367198,0.00007330799,0.0000941982,0.000188534,0.00003190864],"domain_scores_gemma":[0.998194,0.0008844326,0.0004071708,0.0002485728,0.0002050177,0.00006077595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001217117,0.00004355638,0.9011961,0.0001070039,0.0001092019,0.0004983932,0.0004090809,0.009038624,0.01003199,0.0004637203,0.0004165286,0.07646867],"study_design_scores_gemma":[0.00005343563,0.0003437818,0.9472747,0.00004438469,0.0001219533,0.006143399,0.0002945203,0.03674608,0.006585555,0.0004651714,0.00189827,0.00002878848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906437,0.0005790854,0.006780516,0.0000424479,0.000007220916,0.000059282,0.0003298368,0.00006649704,0.001491528],"genre_scores_gemma":[0.9950624,0.000148127,0.004407939,0.000008887121,0.000004616579,0.00001949061,0.0002264884,0.00001974247,0.0001023903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002424,"threshold_uncertainty_score":0.01281953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05561834932107501,"score_gpt":0.3625124104782766,"score_spread":0.3068940611572016,"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."}}