{"id":"W2108648584","doi":"10.1016/j.eururo.2005.08.015","title":"Holmium Laser Enucleation of the Prostate (HoLEP): The Endourologic Alternative to Open Prostatectomy","year":2005,"lang":"en","type":"article","venue":"European Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Enucleation; Urology; Prostate; Prostatectomy; Open Prostatectomy; 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":[0.001046491,0.0001503576,0.0002080916,0.00007919758,0.0001648224,0.00003985909,0.0007443671,0.00003163796,0.0002514376],"category_scores_gemma":[0.0002221415,0.0000784453,0.00006979462,0.0002941054,0.000241316,0.0000960694,0.0008877556,0.0004232837,0.000536747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002735531,"about_ca_system_score_gemma":0.00007750044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000380275,"about_ca_topic_score_gemma":0.00002115022,"domain_scores_codex":[0.9977769,0.0009708732,0.000291744,0.0003282702,0.0002575982,0.0003746183],"domain_scores_gemma":[0.9988966,0.0001425901,0.0001160631,0.0005873883,0.0001513309,0.0001060021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03319588,0.004203581,0.2311514,0.0003649047,0.001514407,0.00184375,0.07212162,0.009865666,0.116341,0.005663401,0.1337897,0.3899446],"study_design_scores_gemma":[0.003163489,0.003886051,0.2959109,0.0000203316,0.00007810564,0.0002865394,0.0001610398,0.0002887422,0.01783844,0.0002666264,0.6779274,0.0001722987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480779,0.00009355684,0.00004235702,0.05037791,0.0001253793,0.002337466,0.00002981076,0.00003639403,0.09887923],"genre_scores_gemma":[0.9857352,0.000045383,0.000159997,0.007071223,0.0002164163,0.00004443705,0.00001131994,0.00003924434,0.006676733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5441377,"threshold_uncertainty_score":0.6898976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190362084062311,"score_gpt":0.314800655223529,"score_spread":0.2828970343829059,"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."}}