{"id":"W3106890198","doi":"10.1186/s12957-020-02080-7","title":"Robotic versus laparoscopic gastrectomy for gastric cancer: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Natural Science Foundation of Shanghai","keywords":"Medicine; Surgical oncology; Gastrectomy; Meta-analysis; General surgery; Cancer; Laparoscopy; Internal medicine; Gastroenterology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01473436,0.00261905,0.01991863,0.005369071,0.0006514675,0.003245953,0.002275513,0.002428131,0.003162974],"category_scores_gemma":[0.0304795,0.001426903,0.04146104,0.006090472,0.0007072584,0.002032708,0.001521182,0.001998002,0.0002556608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689334,"about_ca_system_score_gemma":0.003623467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005556961,"about_ca_topic_score_gemma":0.01272824,"domain_scores_codex":[0.99004,0.00480431,0.002767344,0.0009569457,0.001084532,0.0003468534],"domain_scores_gemma":[0.9863392,0.00957395,0.002472766,0.0003776127,0.001029377,0.0002070495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00279039,0.00003776643,0.003232004,0.3946865,0.5870124,0.0001252105,0.00009195889,0.0005594255,0.0001683873,0.0001363138,0.0004765061,0.0106832],"study_design_scores_gemma":[0.0007726134,0.0002306053,0.002554859,0.02340271,0.9714308,0.00008375692,0.00004187709,0.0001854548,0.00007061574,0.0001606242,0.00104492,0.00002109919],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004275647,0.9942757,0.000421626,0.0001869066,0.0001408983,0.0002571003,0.0002555902,0.00001632485,0.0001701892],"genre_scores_gemma":[0.1690546,0.8237913,0.002823367,0.001113057,0.0004141297,0.001801125,0.0006720056,0.00002868421,0.0003017585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01991863,"threshold_uncertainty_score":0.07792366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13721346115468,"score_gpt":0.4220589974305285,"score_spread":0.2848455362758486,"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."}}