{"id":"W3201598124","doi":"10.1093/dote/doab052.590","title":"590 VARIATION IN RECEIPT OF THERAPY AND SURVIVAL WITH PROVIDER-VOLUME IN NON-CURATIVE ESOPHAGO-GASTRIC CANCER: A POPULATION-BASED ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Manitoba; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Multivariate analysis; Internal medicine; Cancer registry; Cancer; Population; Odds ratio; Comorbidity; Odds; Receipt; Logistic regression; Cohort; Retrospective cohort study","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":[0.001322705,0.0002163748,0.0003444059,0.0009365241,0.0003372522,0.0007823376,0.0006934148,0.0004587124,0.002303262],"category_scores_gemma":[0.003862033,0.0003770402,0.001069292,0.001594989,0.0003016281,0.0005147706,0.0006181835,0.0008067111,0.000303887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092351,"about_ca_system_score_gemma":0.0003823987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351497,"about_ca_topic_score_gemma":0.01272187,"domain_scores_codex":[0.9986425,0.0004207465,0.0001416427,0.0004036331,0.0002067058,0.0001848036],"domain_scores_gemma":[0.9966024,0.0006574286,0.001722187,0.000392112,0.0002584457,0.0003673948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005191868,0.00001887949,0.999157,0.000005841175,0.0001559135,0.00001963494,0.00002637472,0.00005413951,0.00005095238,0.00001607857,0.0001541027,0.0002891484],"study_design_scores_gemma":[0.000007164585,0.00003822798,0.9989638,0.00000462404,0.00005302628,0.00006775667,0.00008898237,0.0005898853,0.00002396475,0.00002534322,0.0001337307,0.000003433134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972983,0.0002254825,0.0002176325,0.00007374093,0.00001158659,0.00001169369,0.001828491,0.000007800804,0.000325265],"genre_scores_gemma":[0.9989814,0.00003949625,0.00007592938,0.00002389228,0.000008515709,0.000008574121,0.0007766529,0.000003447207,0.00008199773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351497,"threshold_uncertainty_score":0.02687258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155221116053452,"score_gpt":0.2641146158163062,"score_spread":0.2525624046557717,"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."}}