{"id":"W1593976057","doi":"10.1089/end.2015.0060","title":"Reoperation After Holmium Laser Enucleation of the Prostate for Management of Benign Prostatic Hyperplasia: Assessment of Risk Factors with Time to Event Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Enucleation; Prostate; Lower urinary tract symptoms; Urology; International Prostate Symptom Score; Nephrology; Perioperative; Adenoma; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000850208,0.0000959611,0.0004368644,0.0003062284,0.00002195265,0.000004901591,0.00009258748,0.00004022759,0.00006412465],"category_scores_gemma":[0.00007273065,0.00005383303,0.0001554837,0.0003707847,0.00005906453,0.00007301372,0.00003998183,0.0001491248,8.556441e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005470156,"about_ca_system_score_gemma":0.0001727575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001664615,"about_ca_topic_score_gemma":0.00001239121,"domain_scores_codex":[0.9985194,0.0001918706,0.0005494608,0.0001115379,0.0004780153,0.0001497373],"domain_scores_gemma":[0.998357,0.0001152067,0.0005229344,0.0001967269,0.0007092845,0.00009885697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01831634,0.00157713,0.9192581,0.0006243039,0.006167916,0.00008305729,0.005618589,0.03790203,0.007167648,0.0001032197,0.0009238296,0.002257883],"study_design_scores_gemma":[0.005778984,0.01753593,0.9531542,0.0001424021,0.004216129,0.00007773242,0.001109074,0.002409897,0.01447169,0.0001519018,0.0008446167,0.0001074235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963822,0.00004659491,0.001667295,0.0007619719,0.0000356852,0.0008116388,0.00005861261,0.000001729651,0.000234291],"genre_scores_gemma":[0.9957934,0.00002863435,0.003796696,0.0000281044,0.00002094536,0.00002148251,0.00001234174,0.00001171606,0.0002866861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549213,"threshold_uncertainty_score":0.2195247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160168022130943,"score_gpt":0.3165536138380304,"score_spread":0.3005368116249361,"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."}}