{"id":"W1561082049","doi":"10.1111/j.1464-410x.2012.11290.x","title":"Feasibility of holmium laser enucleation of the prostate (HoLEP) for recurrent/residual benign prostatic hyperplasia (BPH)","year":2012,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Enucleation; Medicine; Prostate; Open Prostatectomy; Urology; Hyperplasia; Adenoma; Prostatectomy; Transurethral resection of the prostate; 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":[0.001361923,0.000100416,0.0004120099,0.00009987989,0.00006988378,0.000009871342,0.0001563174,0.00009886926,0.0000745053],"category_scores_gemma":[0.0007726774,0.00008204397,0.0001815597,0.0001577961,0.0002670986,0.0001794894,0.00005628057,0.0003948269,0.000001753888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003539456,"about_ca_system_score_gemma":0.000254804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002034644,"about_ca_topic_score_gemma":0.00001643594,"domain_scores_codex":[0.9981723,0.0003068618,0.0006690619,0.0001245662,0.0003765828,0.0003505677],"domain_scores_gemma":[0.9983534,0.0002433419,0.0004542692,0.0001802653,0.0006236775,0.0001451099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0169,0.004118812,0.8290048,0.001848938,0.0005002625,0.0001409804,0.003280805,0.00005359322,0.02031779,0.0002710452,0.01353357,0.1100295],"study_design_scores_gemma":[0.006723925,0.008114062,0.9567306,0.0002584792,0.0003857042,0.009083409,0.0002871989,0.00005375563,0.01147007,0.001096564,0.005660394,0.0001358117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943515,0.002760144,0.00005240533,0.001191562,0.0002974278,0.0008789232,0.0001370359,0.000004299641,0.0003267016],"genre_scores_gemma":[0.9985795,0.0003461395,0.0005483204,0.00009807249,0.0001982885,0.00001076741,0.00001402805,0.00002014106,0.0001847239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277259,"threshold_uncertainty_score":0.3345656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393329149310256,"score_gpt":0.3246246176857266,"score_spread":0.2852917027547011,"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."}}