{"id":"W4283724459","doi":"10.4081/aiua.2022.2.180","title":"Comparative analysis of MOSES<sup>TM</sup> technology versus novel thulium fiber laser (TFL) for transurethral enucleation of the prostate: A single-institutional study","year":2022,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Enucleation; Urology; Prostate; Urinary incontinence; Retrospective cohort study; Hyperplasia; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799726,0.0002401031,0.0006347289,0.0005644364,0.0002728756,0.00047404,0.0002630308,0.0002830472,0.001373236],"category_scores_gemma":[0.002920298,0.0001632641,0.000728706,0.0004833669,0.0004621293,0.0005446419,0.0003236416,0.00027166,0.0002074807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360658,"about_ca_system_score_gemma":0.0004311181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002892599,"about_ca_topic_score_gemma":0.0004672347,"domain_scores_codex":[0.9989949,0.000362337,0.0001271311,0.0001950352,0.0002139626,0.0001065973],"domain_scores_gemma":[0.996145,0.001373605,0.001481431,0.0002541034,0.0002939432,0.0004519895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02433453,0.002332318,0.9435291,0.0002179461,0.0007680561,0.0003713878,0.0003401255,0.0002174937,0.005069224,0.00004862242,0.0001132217,0.02265788],"study_design_scores_gemma":[0.001122764,0.08535727,0.9058232,0.00004590719,0.0007608197,0.001545608,0.0009631853,0.0006210015,0.003013202,0.00004414578,0.0006692481,0.00003368214],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995116,0.0002584988,0.00007423433,0.000005181583,0.000003013945,0.00001785958,0.00003018624,0.000001633142,0.00009785464],"genre_scores_gemma":[0.9996018,0.0001201608,0.00009530564,0.00001703771,0.00001428187,0.00002384298,0.00008065106,0.000001997706,0.00004489862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001799726,"threshold_uncertainty_score":0.009518027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508008844389581,"score_gpt":0.3083573239872709,"score_spread":0.2632772355433751,"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."}}