{"id":"W2433470049","doi":"10.1200/jco.2005.23.16_suppl.4004","title":"Significant regional variation in treatment and survival of gastric cancer","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Epidemiology; Cancer; Stage (stratigraphy); Relative survival; Surveillance, Epidemiology, and End Results; Lymph node; Proportional hazards model; Internal medicine; Population; Adenocarcinoma; Oncology; Demography; Cancer registry","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":[0.001159084,0.0001193823,0.0004064909,0.0006512353,0.0002427199,0.0005677476,0.0004751003,0.0004437575,0.001635576],"category_scores_gemma":[0.004644658,0.0002203774,0.0008233633,0.00128112,0.0004431921,0.0003260936,0.0005172645,0.000432001,0.0002777273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078723,"about_ca_system_score_gemma":0.0005256878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485823,"about_ca_topic_score_gemma":0.01959817,"domain_scores_codex":[0.9989085,0.0004731608,0.0000922552,0.0002700228,0.0001018816,0.0001540971],"domain_scores_gemma":[0.9956873,0.001604034,0.001365758,0.0006053243,0.0004223387,0.0003152787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002992129,0.00001310259,0.9924573,0.00001961797,0.0004311483,0.00009030842,0.0002563595,0.0003793962,0.001283958,0.00009617132,0.0003122954,0.004361057],"study_design_scores_gemma":[0.00000303769,0.00002193715,0.9993244,0.000002945977,0.00004721329,0.00007705259,0.0001291114,0.0001090937,0.00005156738,0.00003951833,0.0001907854,0.000003229447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960979,0.001463243,0.000324381,0.0002704453,0.00001848159,0.000005765749,0.0005346822,0.00001429636,0.001270724],"genre_scores_gemma":[0.9993838,0.0001217715,0.00006339657,0.00003434215,0.0000113487,0.000002349552,0.0002602047,0.00001127553,0.000111531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485823,"threshold_uncertainty_score":0.02954346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635058163077246,"score_gpt":0.4666946796253154,"score_spread":0.3031888633175909,"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."}}