{"id":"W4408861538","doi":"10.14740/jmc5094","title":"Successful Sentinel Lymph Node Biopsy in Accessory Breast Cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sentinel lymph node; Breast cancer; Biopsy; Cancer; Radiology; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005069327,0.0001061639,0.0004106607,0.0003418997,0.00003866223,0.00002001684,0.0002029317,0.0001404622,0.002339981],"category_scores_gemma":[0.0006844911,0.00007406678,0.0001511305,0.0004453294,0.0001105225,0.00009206292,0.0000666025,0.0004370234,0.00000396412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809558,"about_ca_system_score_gemma":0.001478558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007794288,"about_ca_topic_score_gemma":0.0000580671,"domain_scores_codex":[0.9981974,0.00005005976,0.0005586578,0.0001179433,0.0008680776,0.0002078662],"domain_scores_gemma":[0.9989898,0.0002618826,0.0001427603,0.0001284215,0.0001794646,0.0002976243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000569506,0.0003848505,0.95468,0.0002075071,0.00008876203,0.01087044,0.00005623628,0.000009972649,0.0003086475,0.00007253738,0.0157105,0.01704102],"study_design_scores_gemma":[0.004058168,0.00001686106,0.9736544,0.002635374,0.0001519607,0.01584096,0.0003059127,0.0002055537,0.0001585181,0.00007401693,0.002815448,0.00008278705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405284,0.003350061,0.0001059921,0.05382176,0.0007256501,0.00004600885,0.00001400066,0.000009160181,0.001398957],"genre_scores_gemma":[0.9931707,0.001751131,0.00004113977,0.003889111,0.0007667207,0.000004252777,0.00000154483,0.000008425202,0.0003669625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05264231,"threshold_uncertainty_score":0.998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386493586705135,"score_gpt":0.3647143057447483,"score_spread":0.3408493698776969,"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."}}