{"id":"W2151324608","doi":"10.1186/1471-2407-11-164","title":"The prognostic effect of ethnicity for gastric and esophageal cancer: the population-based experience in British Columbia, Canada","year":2011,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Simon Fraser University; University of British Columbia; BC Cancer Agency","funders":"Michael Smith Health Research BC","keywords":"Surgical oncology; Medicine; Ethnic group; Esophageal cancer; Internal medicine; Oncology; Cancer; General surgery; Population; Demography; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005753192,0.0003969164,0.0004773465,0.0008747568,0.002980555,0.001104065,0.001019701,0.0005464316,0.001751447],"category_scores_gemma":[0.001679678,0.0002685507,0.0004217783,0.003285148,0.0007597049,0.0003261148,0.0008540843,0.0007847452,0.0002994838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01612875,"about_ca_system_score_gemma":0.02087884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991053,"about_ca_topic_score_gemma":0.9949048,"domain_scores_codex":[0.9992954,0.00008981335,0.0000460208,0.0001031052,0.000205524,0.0002601963],"domain_scores_gemma":[0.9981218,0.0001104641,0.000189764,0.00006338786,0.0009007776,0.0006138594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005583739,0.0000199733,0.9936784,0.00002078398,0.00003019112,0.0003017266,0.0009166457,0.00007700256,0.0001245156,0.00003889396,0.001177671,0.003558492],"study_design_scores_gemma":[0.000009338485,0.00002595132,0.9944518,0.00004002711,0.00003336716,0.0002825215,0.003538608,0.0002417385,0.00005015796,0.000036102,0.001272695,0.00001755563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932373,0.0012544,0.00009897876,0.0007003237,0.00002504542,0.00003184091,0.00183432,0.00000934676,0.002808374],"genre_scores_gemma":[0.9971697,0.0008230588,0.00009536387,0.0001453747,0.00000776151,0.00001120194,0.0007810507,0.000005843305,0.0009607301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612875,"threshold_uncertainty_score":0.1170229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204706234967274,"score_gpt":0.3197256650793149,"score_spread":0.2876786027296421,"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."}}