{"id":"W2590141003","doi":"10.1200/jco.2011.29.4_suppl.16","title":"Surgical density and its effect on esophageal cancer (EC) and gastric (GC) mortality.","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Incidence (geometry); Socioeconomic status; Population; Demography; Mortality rate; Cancer; Esophageal cancer; Cardiothoracic surgery; Surgery; Internal medicine; Environmental health","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":[0.001558476,0.0003393018,0.0002976379,0.001032777,0.0003306406,0.0007319037,0.0007680467,0.0005509757,0.004858967],"category_scores_gemma":[0.00878904,0.0003106884,0.001589105,0.001112439,0.0005078326,0.0005065005,0.001145631,0.0008415602,0.0004966739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136848,"about_ca_system_score_gemma":0.0007360728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0182003,"about_ca_topic_score_gemma":0.01844957,"domain_scores_codex":[0.9986008,0.0006967238,0.00009349528,0.0002260167,0.0001852349,0.0001978634],"domain_scores_gemma":[0.9925995,0.003120857,0.002254273,0.0003557606,0.0003915752,0.001278101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002112134,0.00003255121,0.9973353,0.00001477392,0.0002222781,0.00004357146,0.00003768042,0.0002272288,0.00004361869,0.00003980422,0.0002311439,0.001560836],"study_design_scores_gemma":[0.000008375341,0.000132526,0.9972831,0.00001850321,0.0001720515,0.0001041995,0.0001864871,0.001649803,0.00006731724,0.00005885967,0.0003133459,0.000005375847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956695,0.001233641,0.0002982481,0.0003774754,0.00003093412,0.00001295104,0.0008928497,0.00002391375,0.001460473],"genre_scores_gemma":[0.998659,0.0001943785,0.0001640803,0.00003151164,0.00002026253,0.00001125966,0.0003751208,0.000006546376,0.0005378133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0182003,"threshold_uncertainty_score":0.03618872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765302007544453,"score_gpt":0.4959115474922093,"score_spread":0.319381346737764,"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."}}