{"id":"W4404754774","doi":"10.3390/curroncol31120557","title":"Accuracy and Outcomes of Sentinel Lymph Node Biopsy in Male with Breast Cancer: A Narrative Review and Expert Opinion","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Male Breast Health Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sentinel lymph node; Breast cancer; Axillary Lymph Node Dissection; Biopsy; Sentinel node; Lymph node; Cancer; General surgery; Radiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000291524,0.0004802741,0.004029908,0.0002691028,0.00003871994,0.000005654186,0.00008704943,0.0001927147,0.00006964528],"category_scores_gemma":[0.000112649,0.0002858824,0.0001335062,0.0003837288,0.0002772419,0.00004299561,0.0002168172,0.0004459059,0.000005696209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422351,"about_ca_system_score_gemma":0.00111567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284886,"about_ca_topic_score_gemma":0.00001453672,"domain_scores_codex":[0.9978064,0.0002153261,0.000900584,0.0005887382,0.0001662714,0.0003226778],"domain_scores_gemma":[0.9986135,0.0002766563,0.0005580276,0.0002566711,0.0001431866,0.0001519353],"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":[0.00003269695,0.000158422,0.02314682,0.2817113,0.000250585,0.0000328234,0.0005037907,3.18427e-9,4.605638e-8,0.00001791466,0.001784394,0.6923612],"study_design_scores_gemma":[0.001067898,0.00005677955,0.02037402,0.2025623,0.001590121,0.003909798,0.0001901201,0.000002317881,1.034688e-8,0.000001953741,0.7700057,0.0002389688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000151571,0.9921483,8.757313e-7,0.005144268,0.0005784333,0.001622895,0.0001569075,0.00002152804,0.000175199],"genre_scores_gemma":[0.00001907247,0.9984053,0.00006939303,0.0002563707,0.000182719,0.0008695905,0.00006437144,0.0000364189,0.00009679435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7682213,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401991603681523,"score_gpt":0.5099947266328169,"score_spread":0.3697955662646645,"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."}}