{"id":"W2158534987","doi":"10.1016/j.juro.2011.10.025","title":"Hospital Volume is a Determinant of Postoperative Complications, Blood Transfusion and Length of Stay After Radical or Partial Nephrectomy","year":2011,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Blood transfusion; Logistic regression; Surgery; Blood loss; Blood volume; Urology; Kidney; Internal medicine","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":[0.0004144836,0.0001501435,0.000173773,0.0003086201,0.0001536601,0.0004212762,0.0002751083,0.000240933,0.001065305],"category_scores_gemma":[0.003543701,0.0001272701,0.0002532686,0.0003751313,0.0002479699,0.0003094837,0.0002958942,0.0003258164,0.0000968715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320668,"about_ca_system_score_gemma":0.0003663946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839905,"about_ca_topic_score_gemma":0.0035937,"domain_scores_codex":[0.9996954,0.00009643065,0.00003836793,0.00003909997,0.00007319676,0.00005752604],"domain_scores_gemma":[0.9968016,0.0007082331,0.001742336,0.00007181026,0.000164144,0.0005118414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005718607,0.00001492471,0.9988641,0.000003958832,0.00002458616,0.00002260486,0.00001062572,0.00006341455,0.00007257691,0.000005446374,0.00003667746,0.0008240022],"study_design_scores_gemma":[0.000002795439,0.00006100774,0.9993517,0.000003462866,0.00001214463,0.0001142583,0.00003807789,0.0003180424,0.00004764309,0.00001487683,0.00003413895,0.000001792659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996229,0.00017092,0.00004205943,0.00004223786,0.000003729759,0.00000114496,0.00003981415,0.000001558848,0.00007562997],"genre_scores_gemma":[0.9998129,0.00004297292,0.00003017021,0.000006840009,0.000008327923,9.615039e-7,0.00006892042,5.476489e-7,0.00002831187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839905,"threshold_uncertainty_score":0.005646765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060313633354014,"score_gpt":0.2476981254204025,"score_spread":0.2270949890868624,"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."}}