{"id":"W4200481257","doi":"10.1016/j.humpath.2021.12.006","title":"ABCC2 expression in papillary renal cell carcinoma provides better prognostic stratification than WHO/ISUP nucleolar grade","year":2021,"lang":"en","type":"article","venue":"Human Pathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Calgary Laboratory Services; University of Calgary; Chinook Regional Hospital; St. John’s Health Sciences Centre; McGill University Health Centre; St. Michael's Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"Canadian Urological Association Scholarship Fund","keywords":"Medicine; Papillary renal cell carcinomas; Internal medicine; Univariate analysis; Pathology; Oncology; Renal cell carcinoma; Hazard ratio; Cohort; Multivariate analysis; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008047225,0.0002660293,0.0004310273,0.0007999128,0.0005603972,0.00121433,0.0002914353,0.0004236688,0.002806791],"category_scores_gemma":[0.001646652,0.0001113574,0.0003547396,0.0008681733,0.0004526277,0.0005068859,0.0004590883,0.0005171211,0.0004942606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000636338,"about_ca_system_score_gemma":0.0005746796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004388624,"about_ca_topic_score_gemma":0.009872232,"domain_scores_codex":[0.9995719,0.00007705036,0.00004050758,0.00008595359,0.0001301892,0.00009441281],"domain_scores_gemma":[0.9992549,0.0001181895,0.0001642627,0.0000789594,0.0002484718,0.0001352273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005867112,0.00003267621,0.9591898,0.00008789101,0.0001270954,0.0002359265,0.00009394968,0.0002379743,0.009447137,0.0003534314,0.001521735,0.02808556],"study_design_scores_gemma":[0.00002029078,0.0002419896,0.9810566,0.00004586303,0.0002650459,0.001167265,0.0003868889,0.001271842,0.006418121,0.0006974911,0.008411154,0.0000175693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784868,0.003894553,0.001506678,0.0009265318,0.0001233992,0.00003889086,0.001112694,0.00009400488,0.01381649],"genre_scores_gemma":[0.9972152,0.0003600641,0.0004611785,0.00007370336,0.0000418329,0.000009712846,0.0006629281,0.00001254658,0.001162834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004388624,"threshold_uncertainty_score":0.009389639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082853076250214,"score_gpt":0.266528681938061,"score_spread":0.2357001511755588,"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."}}