{"id":"W4391431106","doi":"10.1016/j.clgc.2024.01.016","title":"Married Status Affects Rates of Treatment and Mortality in Male and Female Renal Cell Carcinoma Patients Across all Stages","year":2024,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Demography; Proportional hazards model; Logistic regression; Marital status; Internal medicine; Performance status; Stage (stratigraphy); Epidemiology; Cancer; Kidney; Population; Biology","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":[0.0002233274,0.0001961407,0.0004784655,0.00004932331,0.00002960003,0.00002397252,0.00004133552,0.0001327704,0.000112037],"category_scores_gemma":[0.00002538671,0.000156785,0.0001134368,0.0001297377,0.0002004808,0.00006835091,0.00008965255,0.0002049119,0.000002068688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637264,"about_ca_system_score_gemma":0.000230795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567497,"about_ca_topic_score_gemma":0.003140895,"domain_scores_codex":[0.9985323,0.0001159619,0.0004033662,0.0004754224,0.0001395713,0.0003333746],"domain_scores_gemma":[0.9991364,0.0002526461,0.00007076868,0.0002311427,0.00004995173,0.000259052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005991785,0.0002736062,0.9781936,0.0006591525,0.00008270879,0.000224421,0.001356407,0.000002885718,0.000429849,0.000001440279,0.0002370396,0.01793967],"study_design_scores_gemma":[0.002591814,0.00242929,0.9862627,0.0001630254,0.000146194,0.000004911704,0.0004336789,0.00005190133,0.002561097,0.00001127444,0.005189933,0.0001542128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834447,0.01463144,6.717336e-7,0.00008082092,0.0006009112,0.0004358992,0.000369801,0.0000196843,0.0004160897],"genre_scores_gemma":[0.9933907,0.004828132,0.00002190236,0.0001139727,0.0002473338,0.00007223335,0.0000482783,0.00002475378,0.001252732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01778546,"threshold_uncertainty_score":0.6393505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728784782878564,"score_gpt":0.4110085797580901,"score_spread":0.3437207319293045,"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."}}