{"id":"W4410523770","doi":"10.1136/bmjoq-2025-qshu.19","title":"19 Prehabilitation in open gynecologic oncology procedures and radical cystectomy: a pathway to better outcomes and cost savings","year":2025,"lang":"en","type":"article","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Prehabilitation; Gynecologic oncology; Cystectomy; Medicine; Oncology; Internal medicine; Bladder cancer; Cancer; Physiology","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":[0.001898229,0.0004848336,0.0004242553,0.001653445,0.0009780043,0.002610119,0.0005408098,0.0005813756,0.0119952],"category_scores_gemma":[0.004909671,0.0001887872,0.0009093909,0.0008831481,0.0003684273,0.0009881449,0.001562262,0.001043853,0.0005748034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235187,"about_ca_system_score_gemma":0.009541917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008004152,"about_ca_topic_score_gemma":0.03120911,"domain_scores_codex":[0.9985741,0.0006834705,0.00009321403,0.00008662781,0.0002829005,0.0002795366],"domain_scores_gemma":[0.9969844,0.001030809,0.0005174765,0.00005312778,0.0006198956,0.0007942328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008981388,0.002272828,0.1818263,0.002294471,0.0003452759,0.002243984,0.0009195445,0.0436497,0.003710753,0.01505247,0.03479739,0.7119892],"study_design_scores_gemma":[0.0006361789,0.007247321,0.3693112,0.006341796,0.000837246,0.004245851,0.0220828,0.3049523,0.008747825,0.1068256,0.1683514,0.0004205158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7841215,0.007964633,0.06915706,0.06910343,0.0009691331,0.002333575,0.003014375,0.0005215676,0.06281482],"genre_scores_gemma":[0.9449515,0.002924442,0.0448077,0.001104604,0.000140951,0.0003511001,0.001038917,0.00003933013,0.004641416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119952,"threshold_uncertainty_score":0.04012793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742342040650565,"score_gpt":0.3464820392354868,"score_spread":0.3290586188289811,"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."}}