{"id":"W2075163096","doi":"10.3747/co.v15i4.226","title":"Sternal Resection for Recurrent Breast Cancer: A Cautionary Tale","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Mastectomy; Surgery; Metastasis; Radiation therapy; Disease; Total Mastectomy; Cancer; Axillary lymph nodes; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001522701,0.0001260116,0.0003381084,0.00009182638,0.0002111699,0.00000279484,0.00004539714,0.00005937569,0.0002467037],"category_scores_gemma":[0.00003999481,0.0001032264,0.0001545327,0.0001088977,0.0001302373,0.00004001349,0.00004440952,0.0001791658,0.00001892335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322887,"about_ca_system_score_gemma":0.0002952924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002002016,"about_ca_topic_score_gemma":0.00006939362,"domain_scores_codex":[0.9990027,0.00005590515,0.0002505224,0.0002640837,0.0001730619,0.0002537403],"domain_scores_gemma":[0.999335,0.00005927416,0.00009905369,0.0001362469,0.0002531197,0.0001172975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005549328,0.001610674,0.1215984,0.0004580236,0.0002293983,0.000135141,0.0006577559,0.000002867676,0.0005642509,0.000573164,0.2207058,0.6479152],"study_design_scores_gemma":[0.003511976,0.002582427,0.2910004,0.0001150805,0.0002225089,0.003044753,0.0001703899,0.0002942746,0.0002043136,0.0000715542,0.6986269,0.0001553847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707187,0.0187719,0.000387232,0.003518638,0.004204766,0.0007283281,0.0003111676,0.00004917552,0.001310136],"genre_scores_gemma":[0.9903871,0.005862356,0.0002675627,0.000151961,0.001990344,0.000565015,0.0001006326,0.0000181468,0.0006569087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6477599,"threshold_uncertainty_score":0.4209451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947512014728369,"score_gpt":0.4305757122462058,"score_spread":0.235824510773369,"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."}}