{"id":"W2213998036","doi":"10.3748/wjg.v21.i47.13332","title":"Robotic gastrectomy with transvaginal specimen extraction for female gastric cancer patients","year":2015,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"Nanjing University","keywords":"Gastrectomy; Medicine; Surgery; Cancer; Body mass index; Lymph node; Anastomosis; Dissection (medical); Laparoscopy; Adenocarcinoma; 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":[0.0002465809,0.0001849414,0.0005288368,0.000524362,0.0000354648,0.0000182571,0.0001211217,0.00002825155,0.000117022],"category_scores_gemma":[0.00002182367,0.0001383738,0.0001541561,0.0002307652,0.00006520117,0.0001772037,0.00001523475,0.0002513921,0.00000306401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675785,"about_ca_system_score_gemma":0.000112899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659455,"about_ca_topic_score_gemma":0.0002889776,"domain_scores_codex":[0.9985512,0.00004772111,0.0004643904,0.0001749748,0.0003501436,0.0004115858],"domain_scores_gemma":[0.9987442,0.0000334329,0.0004429329,0.000120262,0.0003775817,0.0002816174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01346001,0.0003583309,0.9731293,0.00004874144,0.0003158544,0.00006506304,0.000101151,0.0007567609,0.00006248534,0.000009490493,0.00838337,0.003309451],"study_design_scores_gemma":[0.0255461,0.01668061,0.9420525,0.000188801,0.001110241,0.0006801481,0.0002226949,0.0001024528,0.00007406656,0.00003627363,0.01319212,0.0001139379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728534,0.0001590434,0.01995601,0.005179464,0.0009687654,0.0004881288,0.000006110446,0.0000171806,0.0003718947],"genre_scores_gemma":[0.9903415,0.00003842243,0.0071792,0.0006448539,0.0006024282,0.00002032459,0.00001026446,0.00002672508,0.001136223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107673,"threshold_uncertainty_score":0.5642718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802384833364,"score_gpt":0.2962350290430541,"score_spread":0.2682111807094141,"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."}}