{"id":"W4399882072","doi":"10.3390/siuj5030038","title":"Blood Transfusion, Radical Cystectomy, and Cancer Recurrence: A New Look at an Old Story. Comment on Ladner et al. Perioperative Blood Transfusion Is Associated with Worse Survival in Patients Undergoing Radical Cystectomy after Neoadjuvant Chemotherapy for Muscle-Invasive Bladder Cancer. Soc. Int. Urol. J. 2024, 5, 202–213","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Perioperative; Medicine; Blood transfusion; Urology; Bladder cancer; Surgery; General surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008684492,0.00169207,0.002944177,0.001405329,0.002447428,0.002490072,0.005308795,0.0258005,0.00622594],"category_scores_gemma":[0.03050869,0.0008879365,0.003023517,0.001680168,0.003011603,0.006728271,0.001494291,0.03905328,0.004613322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313336,"about_ca_system_score_gemma":0.003033813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379862,"about_ca_topic_score_gemma":0.01957559,"domain_scores_codex":[0.9971352,0.000890859,0.0004509786,0.0004880992,0.0008232132,0.0002117609],"domain_scores_gemma":[0.9688323,0.02185279,0.001300069,0.0008881871,0.005610005,0.001516603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001773118,0.00003414984,0.0007702037,0.0002107989,0.00009246875,0.0004248411,0.0001098727,0.00004283929,0.0001205401,0.0007027219,0.9877779,0.009536272],"study_design_scores_gemma":[0.0007978291,0.0005031279,0.009718394,0.002521132,0.0006843498,0.00299281,0.001297353,0.0009459946,0.0008661666,0.01056756,0.9686912,0.0004140066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003500335,0.01643804,0.0001062099,0.9240415,0.05825926,0.000008661162,0.0002401593,0.00004313718,0.0005129335],"genre_scores_gemma":[0.002761189,0.01185068,0.0001478939,0.8030437,0.1805504,0.00003399665,0.0001160911,0.000029255,0.00146673],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0258005,"threshold_uncertainty_score":0.04592848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156377627527869,"score_gpt":0.3140517903347335,"score_spread":0.2924880140594548,"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."}}