{"id":"W3109637262","doi":"10.2217/cer-2020-0079","title":"Impact of socioeconomic status on presentation, treatment and outcomes of patients with pancreatic cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Comparative Effectiveness Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Socioeconomic status; Pancreatic cancer; Logistic regression; Odds ratio; Epidemiology; Internal medicine; Proportional hazards model; Cancer registry; Cancer; Pancreatectomy; Surgery; Demography; Pancreas; Population; 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":[0.0007178481,0.0002083141,0.0001895563,0.0006424586,0.0003790652,0.0004981599,0.0002386543,0.0002433567,0.002435703],"category_scores_gemma":[0.004673901,0.0000947551,0.0003980102,0.0007170363,0.0002157848,0.0004924914,0.000689041,0.0004247204,0.0002360048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003291612,"about_ca_system_score_gemma":0.0003146593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113713,"about_ca_topic_score_gemma":0.004238716,"domain_scores_codex":[0.9994141,0.0001796867,0.0000734043,0.00006285319,0.0001508404,0.000119126],"domain_scores_gemma":[0.9985626,0.0001998326,0.0007975159,0.00004639851,0.0001355903,0.0002579892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004567551,0.00001904847,0.9987428,0.000005694407,0.00003535004,0.00004081691,0.00001768304,0.00002476084,0.00002850518,0.00001061087,0.00009354692,0.0009354434],"study_design_scores_gemma":[0.000002946722,0.00004183935,0.9993874,0.000007597084,0.0000152066,0.0001407479,0.0001037127,0.000120323,0.00001659978,0.00002034299,0.00014116,0.00000199182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976046,0.0005199276,0.00006735268,0.0002357935,0.00001520033,0.000007036056,0.0005325209,0.000002336883,0.00101523],"genre_scores_gemma":[0.999451,0.0001101568,0.00002549908,0.00002289812,0.00001302992,0.000004272703,0.0002895967,7.483734e-7,0.00008282672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003113713,"threshold_uncertainty_score":0.008148253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825159377404781,"score_gpt":0.5083818008052303,"score_spread":0.3258658630647522,"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."}}