{"id":"W3192231024","doi":"10.1097/ju.0000000000002053.12","title":"MP38-12 PREHABILITATION BODY MASS INDEX (BMI) TARGET FOR COMPLICATION RISK REDUCTION FOLLOWING RADICAL CYSTECTOMY","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Prehabilitation; Index (typography); Body mass index; Bladder cancer; Cancer; Internal medicine; Physiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007485175,0.000258781,0.0004776129,0.001405769,0.0006242811,0.001096224,0.0005838642,0.0008351007,0.08344167],"category_scores_gemma":[0.007627159,0.0001759662,0.0004918285,0.001244141,0.0001453536,0.0005997525,0.0009208153,0.001251938,0.01710012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805453,"about_ca_system_score_gemma":0.001300067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006703432,"about_ca_topic_score_gemma":0.01416658,"domain_scores_codex":[0.9993914,0.0001030961,0.00004892338,0.00004875147,0.0002998724,0.0001078877],"domain_scores_gemma":[0.996676,0.0005099278,0.0006771025,0.0001280806,0.001059969,0.000948936],"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":[0.0004454126,0.0002563686,0.03482796,0.0005957881,0.00004650262,0.0001075485,0.00003803724,0.00006627431,0.0001879912,0.0003082508,0.7726899,0.19043],"study_design_scores_gemma":[0.0006702504,0.001035261,0.5550262,0.004231605,0.0001503737,0.001120871,0.0003587274,0.0004130258,0.0008491228,0.0008323332,0.4352432,0.00006898919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1524233,0.04499326,0.003291494,0.1145023,0.01382982,0.003380061,0.1540723,0.003249061,0.5102585],"genre_scores_gemma":[0.378721,0.06737947,0.00760927,0.02002721,0.01522445,0.00524309,0.08651128,0.0009534815,0.4183307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08344167,"threshold_uncertainty_score":0.2791402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472184096869431,"score_gpt":0.2960050088780914,"score_spread":0.2812831679093971,"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."}}