{"id":"W2054080184","doi":"10.1159/000336210","title":"Sentinel Lymph Node Biopsy Predicts Lymph Node Metastasis in Early Gastric Cancer: A Retrospective Analysis","year":2012,"lang":"en","type":"article","venue":"Digestive Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Sentinel lymph node; Metastasis; Biopsy; Lymph; Radiology; Lymph node metastasis; Lymph node; Cancer; Carcinoma; Internal medicine; Pathology; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008866742,0.0002461223,0.000318112,0.000831594,0.0002864122,0.0003589078,0.0002732562,0.0002990211,0.0007799374],"category_scores_gemma":[0.001688927,0.0003256463,0.0004564928,0.0007084275,0.0003262696,0.0003228795,0.0003599387,0.0003121613,0.000121005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240257,"about_ca_system_score_gemma":0.0003638158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070541,"about_ca_topic_score_gemma":0.002676429,"domain_scores_codex":[0.9994748,0.0001440119,0.00008427182,0.0001123369,0.000116622,0.00006800969],"domain_scores_gemma":[0.9989385,0.0003169827,0.0003380734,0.00009146339,0.0001233608,0.0001916607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005595957,0.00000886514,0.9992489,0.000006032502,0.00002074538,0.0001302185,0.00001172944,0.0000210804,0.00008122277,0.000004275177,0.00001980533,0.0003911758],"study_design_scores_gemma":[0.00001579006,0.0001370052,0.9972757,0.00001166604,0.0001012819,0.001510511,0.0001622524,0.0003821241,0.0001562165,0.00002856182,0.000214045,0.000004907447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991598,0.0004743456,0.0001140108,0.00001314376,0.000003915256,0.00000764082,0.00008377473,0.000001560337,0.0001416924],"genre_scores_gemma":[0.9996312,0.0001328912,0.00006474298,0.000008888939,0.0000046567,0.000005804915,0.000118255,8.633669e-7,0.00003260823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070541,"threshold_uncertainty_score":0.004689276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490431443029955,"score_gpt":0.2743351229691126,"score_spread":0.249430808538813,"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."}}