{"id":"W4383103056","doi":"10.1016/j.euf.2023.06.009","title":"Comparison Between Thulium Fiber Laser and High-power Holmium Laser for Anatomic Endoscopic Enucleation of the Prostate: A Propensity Score–matched Analysis from the REAP Registry","year":2023,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Enucleation; International Prostate Symptom Score; Prostate; Concomitant; Urology; Urinary incontinence; Propensity score matching; Surgery; Lower urinary tract symptoms; Internal medicine; 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":[0.0008715102,0.0001817879,0.0004987998,0.0001232824,0.0002087136,0.00003231611,0.0002721254,0.00008370035,0.0001034083],"category_scores_gemma":[0.0002110742,0.0001063155,0.0001432243,0.0006703029,0.000371526,0.00005646809,0.0003039869,0.0003999773,0.00008998355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000197063,"about_ca_system_score_gemma":0.00007018899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345221,"about_ca_topic_score_gemma":0.00006779745,"domain_scores_codex":[0.9978701,0.0007080377,0.0003812518,0.0004327455,0.0002577034,0.0003501949],"domain_scores_gemma":[0.9983269,0.0005205742,0.0001929074,0.00073182,0.0001337919,0.00009401125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009497413,0.00008659358,0.9824969,0.00005289526,0.0009460126,0.00004949119,0.001534658,0.00004558309,0.001691075,0.00001423815,0.01021405,0.001918721],"study_design_scores_gemma":[0.001657946,0.0005505671,0.985058,0.00001881611,0.0009675539,0.000004108467,0.00009933506,0.0001653088,0.005900316,0.0001562481,0.005325754,0.0000961033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904383,0.000213579,0.00003736601,0.006806366,0.000077071,0.001069556,0.0002429896,0.00006568289,0.001049063],"genre_scores_gemma":[0.9976635,0.00003824992,0.00005124552,0.000206575,0.000130547,0.00002306682,0.0002402071,0.00004353448,0.001603054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007225194,"threshold_uncertainty_score":0.4335422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435301562578259,"score_gpt":0.3024387666366076,"score_spread":0.258085751010825,"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."}}