{"id":"W2165568021","doi":"10.1177/1553350609336738","title":"Gastrectomy and Esophagogastrectomy for Proximal and Distal Gastric Lesions: A Comparison of Open and Laparoscopic Procedures","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Gastrectomy; Surgery; Open surgery; Laparoscopic surgery; Cancer; Laparoscopy; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024392,0.0001660006,0.0004735778,0.0006158645,0.0001371739,0.0003170348,0.0001861766,0.0003115851,0.001485418],"category_scores_gemma":[0.003079737,0.0000879821,0.0005877348,0.0004047879,0.0003348786,0.0006155912,0.0004979738,0.0003275168,0.0001768271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036587,"about_ca_system_score_gemma":0.0002459898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001880599,"about_ca_topic_score_gemma":0.0005912593,"domain_scores_codex":[0.9993234,0.0002457584,0.00007211321,0.00006932964,0.0001843679,0.0001051234],"domain_scores_gemma":[0.998195,0.0008636361,0.0005124982,0.00004257392,0.0000758259,0.0003105007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03232903,0.001530743,0.8420262,0.0005473734,0.001315274,0.0006123101,0.0004041332,0.0003945701,0.003253726,0.0003762595,0.0004895203,0.1167208],"study_design_scores_gemma":[0.001111773,0.0209925,0.9714372,0.0001024827,0.0004662853,0.002311016,0.0006506622,0.0005518981,0.0006664785,0.0003988814,0.001285623,0.0000251115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974318,0.001959792,0.0000996362,0.0000468056,0.00001862891,0.000008081604,0.00003439899,0.000001480509,0.0003994142],"genre_scores_gemma":[0.9987884,0.0006810917,0.0001143587,0.00004671196,0.00006083024,0.00001034577,0.0001371631,0.000001240185,0.0001599413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001485418,"threshold_uncertainty_score":0.005417585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680780780558003,"score_gpt":0.3775112378926503,"score_spread":0.3307034300870703,"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."}}