{"id":"W2282908553","doi":"10.1186/s40064-016-1757-9","title":"Risk factors of postoperative complications after radical cystectomy with continent or conduit urinary diversion in Armenia","year":2016,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cystectomy; Perioperative; Logistic regression; Urinary diversion; Incidence (geometry); Complication; Mortality rate; Retrospective cohort study; Emergency medicine; Surgery; Bladder cancer; General surgery; Internal medicine; Cancer","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":[0.0002589424,0.0001531243,0.000171594,0.0006674483,0.0001982963,0.0005553092,0.0002864089,0.0001994043,0.000659504],"category_scores_gemma":[0.001681528,0.0002155783,0.0002336579,0.001150872,0.0001251433,0.0002538762,0.0003029261,0.0003362156,0.00006931266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004010392,"about_ca_system_score_gemma":0.0004515378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008964231,"about_ca_topic_score_gemma":0.01434982,"domain_scores_codex":[0.9997939,0.00004668783,0.00003650238,0.00003233139,0.00003433246,0.00005621657],"domain_scores_gemma":[0.9991961,0.000118716,0.0005316914,0.00002756269,0.00004700336,0.00007880777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000447791,0.00002263431,0.9984346,0.00001128426,0.00001953752,0.000125905,0.00003423469,0.00004616091,0.00007866274,0.000006533318,0.00006337665,0.001112285],"study_design_scores_gemma":[0.000002128385,0.00003556932,0.9993739,0.000006460498,0.00001363374,0.0002502418,0.00007738175,0.0001363337,0.00002118968,0.000006726862,0.00007493619,0.000001573743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993356,0.0003110815,0.00003472965,0.00001903961,0.000002446041,0.000004485451,0.0001248465,0.000001545209,0.0001660312],"genre_scores_gemma":[0.999466,0.0002029619,0.0000526065,0.00001311154,0.000004434567,0.00000451171,0.0002037207,6.550313e-7,0.00005201767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008964231,"threshold_uncertainty_score":0.01782411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641975672533654,"score_gpt":0.2676066202430713,"score_spread":0.2511868635177348,"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."}}