{"id":"W2899516343","doi":"10.3747/co.25.3953","title":"Geographic Variation in Surgical Practice Patterns and Outcomes for Resected Nonmetastatic Gastric Cancer in Ontario","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Dalhousie University; Hospital for Sick Children; University of Manitoba; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gastrectomy; Cohort; Lymph node; Cancer; Stage (stratigraphy); Retrospective cohort study; Cancer registry; Dissection (medical); Mortality rate; Population; Surgery; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0005368121,0.0001793511,0.0002188134,0.00112254,0.001344146,0.0007843329,0.0008163467,0.0002157905,0.00158488],"category_scores_gemma":[0.00265365,0.0002349453,0.0003589176,0.003361519,0.0008526336,0.0002835926,0.0009276867,0.0002240431,0.0001031088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02198928,"about_ca_system_score_gemma":0.01705373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9759671,"about_ca_topic_score_gemma":0.9861244,"domain_scores_codex":[0.9990698,0.00007923984,0.00008923631,0.0001457338,0.0002776196,0.0003384971],"domain_scores_gemma":[0.9973674,0.0002049183,0.001094939,0.000100662,0.0007145099,0.000517544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000276269,0.000006422592,0.997025,0.00002302876,0.00001948368,0.00008746799,0.0009302514,0.00008063694,0.0001142648,0.0000522505,0.0002998784,0.001333723],"study_design_scores_gemma":[0.000002781676,0.000008252804,0.9984778,0.00001305415,0.000006597026,0.00005682668,0.0009697264,0.000113333,0.00001960747,0.00001321327,0.0003149876,0.000003866123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965475,0.0003056524,0.00007312768,0.0002494931,0.000004190802,0.00002533309,0.001602684,0.00000685044,0.001185196],"genre_scores_gemma":[0.9991282,0.00014862,0.00005047968,0.00002189349,0.000002147133,0.000008501169,0.0004511254,0.000002071509,0.0001871386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02403289,"threshold_uncertainty_score":0.1595442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786675074036306,"score_gpt":0.4132680170843606,"score_spread":0.33460050968073,"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."}}