{"id":"W2094095239","doi":"10.1097/gox.0000000000000245","title":"Incidental Internal Mammary Nodes during Recipient Vessel Dissection in Breast Reconstruction","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Incidence (geometry); Breast cancer; Biopsy; Dissection (medical); Lymph node; Mammary gland; Radiology; Surgery; Oncology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001039396,0.0004942093,0.001143531,0.0005544282,0.0002020197,0.0002240942,0.0003565132,0.000271688,0.0002756741],"category_scores_gemma":[0.0008004785,0.0004920394,0.0004092629,0.0008178852,0.0003965078,0.001493253,0.0004077762,0.0005179301,0.00005070637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085343,"about_ca_system_score_gemma":0.0003319202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006309313,"about_ca_topic_score_gemma":0.0001100002,"domain_scores_codex":[0.9964963,0.0004101954,0.001065619,0.001013578,0.0003565829,0.0006577859],"domain_scores_gemma":[0.9978547,0.0006214333,0.0004353178,0.0005119858,0.0002618666,0.0003146617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256454,0.0001523646,0.8207626,0.00009021376,0.0002054771,0.0001244218,0.00003031931,0.000004474301,0.005447562,0.0007375746,0.00008358755,0.171105],"study_design_scores_gemma":[0.001434509,0.0000707593,0.9367437,0.001557183,0.0000799481,0.04704953,0.0003153831,0.0001974023,0.009051952,0.00280145,0.0001450631,0.0005530644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845324,0.00006434877,0.003738991,0.000102472,0.002823131,0.0007260183,0.00007551892,0.0001778629,0.007759327],"genre_scores_gemma":[0.9945664,0.0001253895,0.004758966,0.000056793,0.000221308,0.0001118591,0.00006001601,0.00003836978,0.00006088308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705519,"threshold_uncertainty_score":0.9997531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017268018213533,"score_gpt":0.2529954181604828,"score_spread":0.2428227379783474,"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."}}