{"id":"W2891519741","doi":"10.22374/jeleu.v1i2.21","title":"Thulium Laser Enucleation of the Prostate (ThuLEP) as a Technique for Treatment of BPH: Evaluation of a Six-Year Experience at a Single Institution","year":2018,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enucleation; Prostate; Surgery; Lower urinary tract symptoms; Transurethral resection of the prostate; Blood transfusion; Urology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008848906,0.0001043604,0.0003715791,0.000192511,0.00006385233,0.000003011549,0.0001077579,0.00008604113,0.0001058458],"category_scores_gemma":[0.0005526513,0.00006867331,0.0001836041,0.0001897137,0.0004909926,0.00009923607,0.00003825136,0.00008060815,0.000001626824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884022,"about_ca_system_score_gemma":0.0004448678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005125468,"about_ca_topic_score_gemma":0.00002815548,"domain_scores_codex":[0.9983327,0.0002428636,0.0005722237,0.0001269868,0.0005416459,0.0001836177],"domain_scores_gemma":[0.997534,0.0001524669,0.0006652668,0.0002063936,0.001379237,0.00006260925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0130539,0.001237627,0.01263502,0.0001469583,0.000153514,0.00001527276,0.005271815,0.00004494652,0.9618512,0.000214238,0.00009666118,0.005278863],"study_design_scores_gemma":[0.005631012,0.03271494,0.01114266,0.0001157982,0.0003358933,0.001049219,0.0004610596,0.0002740429,0.9446818,0.0003767677,0.003161244,0.00005550899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996421,0.000179109,0.0002986756,0.000464364,0.0001429424,0.00118452,0.00001726856,0.00000297181,0.001289113],"genre_scores_gemma":[0.9985061,0.00008169381,0.001012711,0.00002360178,0.0001481752,0.00006670479,0.000004686732,0.00001105059,0.0001452853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03147732,"threshold_uncertainty_score":0.2800416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07284970598624739,"score_gpt":0.377460343543447,"score_spread":0.3046106375571996,"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."}}