{"id":"W2030372286","doi":"10.1007/s10120-011-0103-8","title":"What is the accuracy of sentinel lymph node biopsy for gastric cancer? A systematic review","year":2012,"lang":"en","type":"review","venue":"Gastric Cancer","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Dalhousie University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Sentinel lymph node; Biopsy; Lymph; Cancer; Confidence interval; Surgical oncology; Lymph node; Clinical significance; Radiology; Oncology; Surgery; Internal medicine; Pathology; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01240781,0.001251944,0.01018898,0.005780641,0.0004775776,0.002319146,0.00218914,0.002369815,0.001721094],"category_scores_gemma":[0.08476167,0.001514669,0.01030625,0.006858455,0.001384175,0.002823115,0.001552453,0.001562658,0.0001948442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107195,"about_ca_system_score_gemma":0.005288139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210159,"about_ca_topic_score_gemma":0.03183595,"domain_scores_codex":[0.9890004,0.004056332,0.003860647,0.001048757,0.001840774,0.0001930564],"domain_scores_gemma":[0.9241192,0.06092238,0.009907409,0.0008252399,0.003799959,0.0004257047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000763061,0.00002522575,0.01564866,0.8252901,0.1004965,0.0001505638,0.0002359946,0.0002849278,0.0001430007,0.0001816124,0.001453273,0.05532711],"study_design_scores_gemma":[0.0006762585,0.0003903318,0.022778,0.4137325,0.5520062,0.0006885898,0.0003852698,0.0003935852,0.0002705862,0.0005088018,0.008079369,0.00009040195],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001506511,0.997929,0.0001030894,0.0001336483,0.00007962414,0.00003820692,0.000110578,0.000002899316,0.00009640918],"genre_scores_gemma":[0.04985816,0.9485471,0.0006159567,0.0005222239,0.0001819209,0.00007657825,0.000143206,0.000005120466,0.00004978367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01240781,"threshold_uncertainty_score":0.06561953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07167048058633696,"score_gpt":0.3716878990220446,"score_spread":0.3000174184357076,"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."}}