{"id":"W4388951810","doi":"10.1002/cncr.35098","title":"The association between neighborhood‐level income and cancer stage at diagnosis and survival in Alberta","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Socioeconomic status; Cancer registry; Demography; Confidence interval; Odds ratio; Cancer; Lung cancer; Environmental health; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004777266,0.0001872201,0.0001772489,0.000835751,0.000908907,0.0005298114,0.0006258985,0.0001805534,0.001217445],"category_scores_gemma":[0.001108494,0.0001110057,0.0002820179,0.001472804,0.0003693281,0.0001082261,0.0005511469,0.0002783253,0.00007880511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030136,"about_ca_system_score_gemma":0.008912209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809325,"about_ca_topic_score_gemma":0.9861563,"domain_scores_codex":[0.9996793,0.00003928878,0.00001172963,0.00004353162,0.0001098668,0.0001163668],"domain_scores_gemma":[0.9993083,0.00007724736,0.0001109435,0.00002553307,0.0002697875,0.0002080905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001373682,0.00002634354,0.9916952,0.00002400946,0.00005380236,0.0001270104,0.0001850848,0.0005257894,0.0001455032,0.0001163715,0.001200162,0.005763312],"study_design_scores_gemma":[0.000009629373,0.00001288922,0.9985926,0.00001462987,0.00002578409,0.00005080155,0.0002470781,0.000558303,0.00003366094,0.00004454369,0.0004057813,0.000004273627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953665,0.0007175172,0.0001571078,0.0002820582,0.00001061155,0.00001547672,0.001507486,0.00001107078,0.001932182],"genre_scores_gemma":[0.9984655,0.0002780345,0.0001021136,0.00003376594,0.000003861868,0.000004892177,0.0007249395,0.000001910573,0.0003850526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906753,"threshold_uncertainty_score":0.07474202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06425288039737052,"score_gpt":0.3782102241391032,"score_spread":0.3139573437417327,"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."}}