{"id":"W4401330519","doi":"10.3390/cancers16152764","title":"Adverse In-Hospital Outcomes after Radical Prostatectomy in Leukemia History Patients","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Medicine; Adverse effect; Urology; Leukemia; General surgery; Internal medicine; Prostate cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005116238,0.0001565393,0.0002567654,0.0001711825,0.000007317096,0.00000586059,0.00004002381,0.00006418338,0.0002977054],"category_scores_gemma":[0.00002122388,0.0001260632,0.00008791251,0.0001512879,0.00008679931,0.0001096249,0.00002167392,0.0002048734,0.00006007741],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02874875,"about_ca_system_score_gemma":0.001512842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006344692,"about_ca_topic_score_gemma":0.0001811052,"domain_scores_codex":[0.9989629,0.00001376597,0.0002281089,0.000334055,0.0001843376,0.0002767937],"domain_scores_gemma":[0.9996565,0.00002942471,0.00002191807,0.0001538071,0.00002033206,0.0001180283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002103194,0.0001046674,0.9800531,0.0002086177,0.00005409503,0.001149663,0.001662695,0.00003737461,0.00000385498,0.00004494795,0.008392501,0.008078119],"study_design_scores_gemma":[0.003976503,0.0003754036,0.8801776,0.000744419,0.00004254089,0.0000013717,0.00008063766,0.0001325311,0.00007760304,0.00003523043,0.1141864,0.0001697562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896571,0.006441041,7.878821e-7,0.0004545087,0.001229084,0.0007107235,0.00002547522,0.00005044653,0.001430824],"genre_scores_gemma":[0.9974658,0.0004920186,0.00004369855,0.0005946266,0.00004917816,0.0007374322,0.00003026776,0.00002734997,0.0005596685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057939,"threshold_uncertainty_score":0.9749797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007220747118059899,"score_gpt":0.245775595375679,"score_spread":0.2385548482576191,"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."}}