{"id":"W4403973950","doi":"10.1245/s10434-024-16414-2","title":"ASO Author Reflections: Insight of In-Hospital Outcomes for Paraplegia Patients Undergoing Radical Cystectomy","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Surgical oncology; Cystectomy; Paraplegia; General surgery; Surgery; Internal medicine; Bladder cancer; Spinal cord; Psychiatry; 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":[0.006573186,0.0003498993,0.0004611955,0.0008033583,0.001404578,0.004651406,0.001301199,0.005933563,0.007760272],"category_scores_gemma":[0.07576422,0.00025954,0.000989799,0.001428861,0.001075826,0.002964043,0.001861864,0.01112877,0.002161638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620872,"about_ca_system_score_gemma":0.01022411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054612,"about_ca_topic_score_gemma":0.02393374,"domain_scores_codex":[0.9962924,0.001217579,0.0004772931,0.0003290473,0.0009987318,0.0006848621],"domain_scores_gemma":[0.9397396,0.02965405,0.004145986,0.001600911,0.01606996,0.008789535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001287563,0.0001103825,0.02579953,0.0001737473,0.00007300112,0.000229812,0.0008734053,0.0001112079,0.00007066049,0.001483555,0.9463658,0.02458008],"study_design_scores_gemma":[0.0004655973,0.0007586495,0.1138278,0.004608218,0.0006150224,0.00179751,0.02835156,0.001006689,0.0009138097,0.02036689,0.8269228,0.000365478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007016379,0.002099786,0.0001248242,0.966144,0.01957913,0.00001087927,0.0007618902,0.00001866985,0.004244428],"genre_scores_gemma":[0.1272899,0.009531518,0.0009182011,0.7961001,0.05574582,0.000104539,0.001048261,0.0001215277,0.009140118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01054612,"threshold_uncertainty_score":0.03476274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065458860720096,"score_gpt":0.4599479896367933,"score_spread":0.3534021035647837,"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."}}