{"id":"W2405213341","doi":"10.5754/hge10130","title":"The risk of lymph node metastasis in mucosal gastric carcinoma: especially for a mixture of differentiated and undifferentiated adenocarcinoma.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Adenocarcinoma; Lymph node metastasis; Gastrectomy; Lymph node; Gastric carcinoma; Carcinoma; Metastasis; Endoscopic mucosal resection; Lymph; Internal medicine; Dissection (medical); Cancer; Pathology; Gastroenterology; Radiology; Endoscopy","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":[0.0005077498,0.0002004075,0.0002101442,0.0006230678,0.0002369956,0.0002437952,0.0002515,0.0003342617,0.001172883],"category_scores_gemma":[0.00296211,0.000165625,0.0002100863,0.0004698513,0.0003196427,0.0003632374,0.0003511755,0.0003986902,0.0001347654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001987,"about_ca_system_score_gemma":0.0002459972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105043,"about_ca_topic_score_gemma":0.002433182,"domain_scores_codex":[0.9997717,0.00007059028,0.0000340643,0.00004422418,0.00004959253,0.00002991065],"domain_scores_gemma":[0.9986705,0.0004098517,0.0005756695,0.00005646487,0.00007066507,0.0002169314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522649,0.00000667013,0.9965436,0.00002180716,0.00001470199,0.0004850446,0.00002082132,0.00003107452,0.0005409513,0.000008820834,0.00003711653,0.002137262],"study_design_scores_gemma":[0.00000858777,0.00009298419,0.9940441,0.0000116995,0.000040184,0.005000892,0.000138754,0.0002191098,0.0002518987,0.00004735415,0.0001404835,0.000003876304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988204,0.0007843797,0.0001003034,0.00007203774,0.000003879415,0.00000416528,0.00004883204,0.000002233549,0.0001637057],"genre_scores_gemma":[0.9996487,0.0001164143,0.0001315271,0.00001284156,0.000008849905,0.000002403094,0.00004522317,7.828609e-7,0.00003338856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172883,"threshold_uncertainty_score":0.003923655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215658324683686,"score_gpt":0.2321197107425913,"score_spread":0.2105538782742227,"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."}}