{"id":"W4309438097","doi":"10.1016/j.canep.2022.102297","title":"Cancer specific mortality in patients with collecting duct vs. clear cell renal carcinoma","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Université de Montréal","funders":"","keywords":"Medicine; Propensity score matching; Clear cell renal cell carcinoma; Internal medicine; Proportional hazards model; Nephrectomy; Stage (stratigraphy); Renal cell carcinoma; Oncology; Surveillance, Epidemiology, and End Results; Population; Lymph node; Epidemiology; Urology; Cancer registry; Kidney","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":[0.0005543084,0.0003353979,0.0006748945,0.001289668,0.000347015,0.0008165404,0.0004025604,0.0006672372,0.002974163],"category_scores_gemma":[0.002519082,0.0003327968,0.001502007,0.001539201,0.000254322,0.0008536901,0.0007610491,0.001051048,0.0002461502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004768308,"about_ca_system_score_gemma":0.0006204891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008723194,"about_ca_topic_score_gemma":0.009808645,"domain_scores_codex":[0.9994281,0.0001278319,0.00005310909,0.0001423492,0.00005732481,0.0001912882],"domain_scores_gemma":[0.9988949,0.0002725735,0.0003951447,0.00007404744,0.00009657716,0.0002668158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004771822,0.00002804722,0.9970783,0.00002219691,0.0001925856,0.00007459549,0.00003871517,0.0001689678,0.0001782198,0.00009370515,0.0002993482,0.001348192],"study_design_scores_gemma":[0.00001629734,0.0001059004,0.998499,0.000008471043,0.0001074245,0.0002679706,0.0002308311,0.0003468608,0.00005429986,0.0001241872,0.0002302256,0.000008462644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995106,0.001270725,0.0001502949,0.0002209862,0.00004634689,0.000006309688,0.001787594,0.00001106918,0.001400737],"genre_scores_gemma":[0.9979983,0.0003305633,0.00003246124,0.00005493847,0.00006253835,0.000004078849,0.001133019,0.000004649076,0.0003794512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008723194,"threshold_uncertainty_score":0.01734483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07725407609770076,"score_gpt":0.3278807040783491,"score_spread":0.2506266279806483,"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."}}