{"id":"W2157576578","doi":"10.1002/jso.21224","title":"Lymph nodes and gastric cancer","year":2009,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cancer; Lymphadenectomy; Incidence (geometry); Randomized controlled trial; General surgery; Presentation (obstetrics); Oncology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004291556,0.0002579263,0.003002523,0.0004656526,0.00002781993,0.00001611347,0.0001330317,0.0003080991,0.0003827885],"category_scores_gemma":[0.00003094543,0.0001576881,0.0006407193,0.0003355988,0.00008063434,0.00005173887,0.00005650239,0.0005664343,0.000009802453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005506834,"about_ca_system_score_gemma":0.0008320021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008469145,"about_ca_topic_score_gemma":0.000001111328,"domain_scores_codex":[0.9982115,0.000116379,0.000954024,0.0001709291,0.0002855351,0.0002616389],"domain_scores_gemma":[0.998237,0.0003323997,0.0009454363,0.0001127607,0.0001145167,0.0002578709],"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":[0.00009817635,0.0001045864,0.000287377,0.002661929,0.0003427874,0.003331697,0.000005730681,2.780525e-7,3.588798e-8,0.00005258611,0.004835748,0.988279],"study_design_scores_gemma":[0.002010378,0.0006330183,0.0004226773,0.004565457,0.003308548,0.01046735,0.00000765358,6.813804e-7,2.222042e-8,0.0000209889,0.9784525,0.0001107012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000373966,0.9900274,0.000007625821,0.001567306,0.0005160183,0.0001869809,0.000003123529,0.000008088299,0.007646121],"genre_scores_gemma":[0.00001269395,0.9959867,0.0003596177,0.0002710367,0.001477308,0.000005611455,0.00000331381,0.00001851169,0.001865186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9881684,"threshold_uncertainty_score":0.6430334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06274793548610119,"score_gpt":0.3999834300664235,"score_spread":0.3372354945803223,"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."}}