{"id":"W4307991095","doi":"10.1002/bco2.197","title":"Association between body mass index and localized prostate cancer management and disease‐specific quality of life","year":2022,"lang":"en","type":"article","venue":"BJUI Compass","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health; Agency for Healthcare Research and Quality; Patient-Centered Outcomes Research Institute; Vanderbilt Institute for Clinical and Translational Research; Vanderbilt University","keywords":"Medicine; Body mass index; Prostate cancer; Prostatectomy; Quartile; Internal medicine; Logistic regression; Population; Prospective cohort study; Cancer; Gynecology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002830677,0.0001228406,0.00037996,0.00006536763,0.0001124556,0.00001891835,0.00004296123,0.00002028021,0.0001194857],"category_scores_gemma":[0.00001598819,0.00011372,0.00004645221,0.0001331972,0.00003787597,0.0000385987,0.0001198691,0.0001001264,0.000001062503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089813,"about_ca_system_score_gemma":0.00007062392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000209304,"about_ca_topic_score_gemma":0.000008471246,"domain_scores_codex":[0.9986948,0.0001127348,0.0003127654,0.0002738509,0.0004226567,0.0001831635],"domain_scores_gemma":[0.9992293,0.00008761103,0.0002144726,0.0001764392,0.00005401389,0.0002381334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004984738,0.0001615326,0.9870709,0.0002997582,0.0005058376,0.00001105477,0.0001113066,0.00003275878,0.00002802528,0.0003951472,0.007935178,0.002950084],"study_design_scores_gemma":[0.004296307,0.0001248623,0.9576924,0.00005098342,0.0002366408,2.001854e-7,0.0002009063,0.0001265625,0.00004537138,0.0005554135,0.03656277,0.0001075594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854761,0.006408379,0.00009311218,0.006012264,0.0001059492,0.001007794,0.0005400598,0.00003355597,0.0003227578],"genre_scores_gemma":[0.9962325,0.002087829,0.00008058979,0.0002934862,0.00004896651,0.000500861,0.0001103487,0.00001441886,0.0006310126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937842,"threshold_uncertainty_score":0.4637367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351508330830089,"score_gpt":0.3050848254974666,"score_spread":0.2715697421891657,"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."}}