{"id":"W2082257975","doi":"10.1007/s00345-006-0063-5","title":"Laser treatment of symptomatic benign prostatic hyperplasia","year":2006,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Hyperplasia; Nephrology; Urology; Prostatectomy; Laser treatment; Prostate; Surgery; Internal medicine; Laser; 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":[0.0003606999,0.0003552792,0.002960047,0.001120532,0.00003521224,0.000009631827,0.0001736904,0.0001749354,0.0003257265],"category_scores_gemma":[0.00004286503,0.000221847,0.0007967268,0.0004591003,0.0001573401,0.00004234737,0.00002870357,0.0004904832,0.00004752279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781442,"about_ca_system_score_gemma":0.0009735982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032717,"about_ca_topic_score_gemma":0.00001447117,"domain_scores_codex":[0.9971789,0.0004114938,0.001421569,0.0001998564,0.0004014953,0.0003866906],"domain_scores_gemma":[0.9977306,0.0006011651,0.0009412486,0.0003236346,0.00020276,0.0002006491],"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":[0.0001967035,0.001004867,0.0002361678,0.009097273,0.001159465,0.002033612,0.00008182978,0.000003231131,0.000001762893,0.00004158044,0.002672921,0.9834706],"study_design_scores_gemma":[0.0015611,0.007394748,0.0000749942,0.002263569,0.003660836,0.009390462,0.000006257942,0.000006498999,0.000004014311,0.00008598214,0.9754226,0.0001289034],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001760454,0.9949896,0.000009075346,0.0002687574,0.0001867292,0.0007816314,0.00002710778,0.000007828384,0.003553275],"genre_scores_gemma":[0.0006806765,0.9934096,0.0004255156,0.00003269717,0.0003321927,0.00002445725,0.00004430123,0.00005591869,0.004994616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833417,"threshold_uncertainty_score":0.9046658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159399461954515,"score_gpt":0.3744030208087061,"score_spread":0.322809026189161,"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."}}