{"id":"W3030905798","doi":"10.1200/jco.2020.38.15_suppl.e19240","title":"Number of sentinel lymph nodes (SLN) removed in breast cancer (BC) patients undergoing sentinel lymph node biopsy (SLNB) in the province of Saskatchewan, Canada: Real-world experience.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Medicine; Sentinel lymph node; Breast cancer; Axillary Lymph Node Dissection; Population; Biopsy; Axillary lymph nodes; Lymph; Cancer; Lymph node; Surgery; Mastectomy; Clinical trial; Radiology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005841402,0.0004110031,0.0003487467,0.001348361,0.001298936,0.0007887295,0.001147538,0.0004143315,0.0025372],"category_scores_gemma":[0.00215954,0.0004342306,0.0003704139,0.003850397,0.0006602306,0.0004858292,0.0008461891,0.0006040956,0.0005107192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01497228,"about_ca_system_score_gemma":0.01797864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601918,"about_ca_topic_score_gemma":0.984318,"domain_scores_codex":[0.999032,0.00009725816,0.0001051022,0.0001697907,0.0003173872,0.0002783581],"domain_scores_gemma":[0.9974911,0.0002913088,0.0005802712,0.00008284693,0.0009454526,0.0006090136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043056,0.00003357021,0.9927109,0.00008350029,0.00004087074,0.0002657303,0.0004468419,0.000116639,0.0001994296,0.00002073272,0.001738799,0.004238675],"study_design_scores_gemma":[0.00002175771,0.00009116545,0.9945418,0.00005419883,0.00003149253,0.0003660848,0.002997671,0.0002858485,0.0001480149,0.00002507528,0.001415166,0.00002176836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851406,0.0009194326,0.0001130137,0.0002885127,0.00001725124,0.0001013968,0.01166858,0.00001841751,0.001732826],"genre_scores_gemma":[0.9940773,0.001012901,0.0001953073,0.0001630194,0.000008479158,0.0000325491,0.003542241,0.000005961966,0.0009621635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03980821,"threshold_uncertainty_score":0.108632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384434823883681,"score_gpt":0.3605325480449317,"score_spread":0.3266881998060949,"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."}}