{"id":"W4313333129","doi":"10.1016/j.urology.2022.12.018","title":"An Outcomes Comparison Between Holmium Laser Enucleation of the Prostate, Open Simple Prostatectomy, and Robotic Simple Prostatectomy for Large Gland Benign Prostatic Hypertrophy","year":2022,"lang":"en","type":"article","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; Northwestern University","keywords":"Medicine; Enucleation; Open Prostatectomy; Prostatectomy; Urology; Prostate; Muscle hypertrophy; Prostate gland; Surgery; Internal medicine","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":[0.0009359514,0.0002974973,0.0008445439,0.0002009895,0.0007097741,0.00007979014,0.0004701711,0.0001022483,0.0001603421],"category_scores_gemma":[0.0001646454,0.0002164431,0.0001086779,0.0004257817,0.0002040969,0.0002346594,0.0007357086,0.000540757,0.000003654281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007470199,"about_ca_system_score_gemma":0.0003036829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000275822,"about_ca_topic_score_gemma":0.0001013552,"domain_scores_codex":[0.9969424,0.0005590828,0.0006385415,0.0006348764,0.000458236,0.0007668624],"domain_scores_gemma":[0.9982228,0.0004289042,0.0002746659,0.0006533641,0.0002140832,0.0002061739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003369061,0.0009876033,0.9835136,0.0004699978,0.0002306291,0.00002305922,0.00350164,0.0007928767,0.002729486,0.0001833412,0.001872467,0.002326221],"study_design_scores_gemma":[0.02533294,0.02982354,0.8292634,0.00002374185,0.000738478,0.000175974,0.002499851,0.01661839,0.005637043,0.00646038,0.08267327,0.000752967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871417,0.0001641996,0.0003853402,0.00294051,0.00008490271,0.008073435,0.0009985575,0.00005906766,0.0001522737],"genre_scores_gemma":[0.9963225,0.00001192221,0.0003402622,0.0005515916,0.00004900136,0.001093754,0.001094589,0.00008052051,0.0004559202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542502,"threshold_uncertainty_score":0.8826292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874233310454709,"score_gpt":0.3512702824038531,"score_spread":0.3125279492993059,"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."}}