{"id":"W2105534980","doi":"10.1136/jech.2008.082438","title":"Marital status and survival following bladder cancer","year":2009,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Marital status; Socioeconomic status; Bladder cancer; Hazard ratio; Proportional hazards model; Demography; Confidence interval; Cancer; Mediation; Gerontology; Disease; Gynecology; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003663213,0.0001628497,0.001065053,0.0001221421,0.0002958163,0.000005280171,0.0001136873,0.0001170794,0.00005486715],"category_scores_gemma":[0.001094766,0.0001222306,0.0002028041,0.0001068342,0.00009101813,0.0001062983,0.00003619699,0.001292568,0.000001625924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534449,"about_ca_system_score_gemma":0.0008557015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006796312,"about_ca_topic_score_gemma":0.001258011,"domain_scores_codex":[0.9967179,0.001702438,0.0008184159,0.0001175645,0.0001415805,0.0005020891],"domain_scores_gemma":[0.9972956,0.001235341,0.0004797731,0.0003276816,0.0001085223,0.0005530667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004878632,0.0004063196,0.9281669,0.00005685844,0.0004424031,0.00002830226,0.0008411021,0.000007659741,0.00005684336,0.0003330118,0.003770441,0.06540234],"study_design_scores_gemma":[0.002791646,0.003521134,0.981795,0.0001985064,0.0001693016,0.0001269969,0.0005003621,0.000011847,0.00000685646,0.003369727,0.007423808,0.00008482484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480591,0.01964273,0.0001915676,0.02948713,0.0006903912,0.0001814354,0.00001350058,0.00001689585,0.001717238],"genre_scores_gemma":[0.9729269,0.008027688,0.002505474,0.01616168,0.0002783988,0.000001718999,0.000008501908,0.00001217561,0.00007750368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06531751,"threshold_uncertainty_score":0.9998175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002412352417613,"score_gpt":0.4366665419773362,"score_spread":0.3364253067355749,"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."}}