{"id":"W4310150093","doi":"10.1097/ju.0000000000003051","title":"A Multicenter, Randomized, Single-blind, 2-Arm Intervention Study Evaluating the Adverse Events and Quality of Life After Irreversible Electroporation for the Ablation of Localized Low-intermediate Risk Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Irreversible electroporation; Medicine; Prostate cancer; Urology; Quality of life (healthcare); Prostate; Ablation; Adverse effect; International Prostate Symptom Score; Sexual function; Cancer; Surgery; Internal medicine; Electroporation; Lower urinary tract symptoms","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":[0.009770514,0.00008225844,0.0002618513,0.00004704537,0.0001257618,0.000003250323,0.0001718344,0.0000338592,0.00003446378],"category_scores_gemma":[0.00164737,0.00004517319,0.0001556185,0.00007880642,0.0001314132,0.00001028117,0.0001075974,0.0001771612,5.648744e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002905153,"about_ca_system_score_gemma":0.0000732818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001491613,"about_ca_topic_score_gemma":0.0001243815,"domain_scores_codex":[0.9944547,0.004423462,0.0007625925,0.00009539601,0.0001671056,0.00009674151],"domain_scores_gemma":[0.9969124,0.0006484698,0.001941975,0.0001549243,0.0003257444,0.00001655124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.476376,0.0005853463,0.008002928,0.00004778288,0.0007736721,1.474353e-7,0.002953433,0.01368664,0.4940766,0.000006047585,0.00004266949,0.003448733],"study_design_scores_gemma":[0.6427764,0.0363173,0.04626168,0.00008674019,0.005674137,0.00004521753,0.01858781,0.05945132,0.1873525,0.00193687,0.000932834,0.0005772824],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680917,0.001049429,0.02917189,0.0002985278,0.0001994125,0.001166629,0.00002044494,8.896731e-7,0.00000107303],"genre_scores_gemma":[0.9991621,0.0002578336,0.0002785457,0.000116174,0.00006316646,0.00007753169,0.000007546089,0.000008588846,0.00002845288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3067241,"threshold_uncertainty_score":0.3386285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797462460165386,"score_gpt":0.373427884508957,"score_spread":0.3354532599073031,"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."}}