{"id":"W4386530721","doi":"10.1111/his.15042","title":"<scp>ABCC2</scp> brush‐border expression predicts outcome in papillary renal cell carcinoma: a multi‐institutional study of 254 cases","year":2023,"lang":"en","type":"article","venue":"Histopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McGill University Health Centre; Sunnybrook Health Science Centre; Calgary Laboratory Services; University Health Network; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"Government of Ontario; Canadian Urological Association Scholarship Fund; Ontario Institute for Cancer Research; Canadian Urological Association","keywords":"Immunohistochemistry; Brush border; Papillary renal cell carcinomas; Pathology; Medicine; Univariate analysis; Internal medicine; Multidrug resistance-associated protein 2; Carcinoma; Oncology; Multivariate analysis; Gastroenterology; Biology; Transporter; Gene; Genetics; ATP-binding cassette transporter","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":[0.0007494268,0.0002687123,0.0003588091,0.0007802106,0.0005935885,0.0004124628,0.0003373132,0.000309172,0.00108552],"category_scores_gemma":[0.001181877,0.0003243864,0.0004440975,0.0006298856,0.0004388058,0.0002843636,0.0006617066,0.0003488086,0.0002494194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363851,"about_ca_system_score_gemma":0.0003004075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522932,"about_ca_topic_score_gemma":0.002585301,"domain_scores_codex":[0.9996171,0.00006520095,0.00004015007,0.0001326655,0.00008331634,0.00006152444],"domain_scores_gemma":[0.9992484,0.0001554862,0.0002302666,0.0001431706,0.00008587581,0.000136691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008333759,0.00002766906,0.9980514,0.000004159745,0.00003203267,0.0001629419,0.00005435327,0.00003353974,0.0008056957,0.00000570654,0.00003369417,0.000705409],"study_design_scores_gemma":[0.00001412524,0.0001653117,0.9977596,0.000002971003,0.00005125891,0.001112196,0.0001432121,0.0002334036,0.0003298091,0.00001615795,0.0001676414,0.000004312642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997248,0.00004856232,0.0000657914,0.000004665004,9.737397e-7,0.000006158346,0.00006876985,0.000002404397,0.00007794108],"genre_scores_gemma":[0.9996642,0.00002655227,0.00006860369,0.000003869485,0.000002946937,0.000007676632,0.0001767194,0.000001427102,0.00004791621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522932,"threshold_uncertainty_score":0.005016506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153077935751338,"score_gpt":0.3067920986715376,"score_spread":0.2552613193140242,"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."}}