{"id":"W4313258882","doi":"10.4081/aiua.2022.4.428","title":"AB0 blood groups and oncological and functional outcomes in bladder cancer patients treated with radical cystectomy","year":2022,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"Università degli Studi di Verona","keywords":"Medicine; Cystectomy; Bladder cancer; Renal function; Urology; Internal medicine; Cancer; Metastasis; Oncology; Surgery","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":[0.0002949175,0.0001365546,0.000154178,0.0004849946,0.0002886166,0.000364576,0.0001989007,0.0002179842,0.0008641055],"category_scores_gemma":[0.001421385,0.0001099039,0.0001724296,0.0005638542,0.0001961984,0.0003063336,0.0002650195,0.0003032447,0.0001110443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112699,"about_ca_system_score_gemma":0.0002513722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316827,"about_ca_topic_score_gemma":0.002360787,"domain_scores_codex":[0.999836,0.00003806656,0.00002311777,0.00003425359,0.00003054041,0.00003809046],"domain_scores_gemma":[0.9991742,0.0001171515,0.0004738379,0.00002610875,0.00006769582,0.0001410699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004912096,0.00001159074,0.9994612,0.00000183382,0.000006933851,0.00001851548,0.00001343745,0.00001443418,0.00006442994,0.000003035453,0.0000134147,0.0003420282],"study_design_scores_gemma":[0.000003347551,0.00007918273,0.9994548,0.000002377981,0.000009419209,0.0001460676,0.00007180447,0.0001148221,0.00004120639,0.00001083567,0.00006476182,0.000001280725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999703,0.0000982023,0.00002539193,0.00001107368,0.00000166516,0.000002009237,0.00005993605,7.754222e-7,0.00009792296],"genre_scores_gemma":[0.9998075,0.00002805327,0.00002503443,0.000007348815,0.000003568806,0.000002211113,0.00008949753,4.062744e-7,0.00003632934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002316827,"threshold_uncertainty_score":0.004606724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026329416262677,"score_gpt":0.2229022665546663,"score_spread":0.2126389723920395,"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."}}