{"id":"W2749981183","doi":"10.1089/end.2017.0488","title":"Efficacy, Safety, and Durability of 532 nm Laser Photovaporization of the Prostate with GreenLight 180 W XPS in Men with Acute Urinary Retention","year":2017,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Urinary retention; International Prostate Symptom Score; Lower urinary tract symptoms; Urology; Prostate; Bladder outlet obstruction; Quality of life (healthcare); Internal medicine; Surgery","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":[0.0007822141,0.0001005935,0.0003967015,0.0001303408,0.00008352621,0.000008135384,0.0001557721,0.0000673395,0.00002936951],"category_scores_gemma":[0.0001099608,0.00005282543,0.00005336133,0.0001036732,0.0003965502,0.0001565631,0.00008500033,0.0003615785,2.573724e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002496284,"about_ca_system_score_gemma":0.0001986762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005048229,"about_ca_topic_score_gemma":0.00004339122,"domain_scores_codex":[0.9987439,0.0001885818,0.0004402117,0.0001337095,0.0003198385,0.0001737409],"domain_scores_gemma":[0.9985053,0.00009587163,0.0006832096,0.0003340373,0.0003085402,0.00007303814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06319584,0.0007201612,0.9109058,0.0002438861,0.000399946,0.0008624016,0.0009348884,0.00005141961,0.02084176,0.00004860285,0.0000903048,0.001705031],"study_design_scores_gemma":[0.008587651,0.008372566,0.9660803,0.0001494149,0.0001756167,0.002836106,0.00006176468,0.00007897512,0.01316505,0.0001957205,0.0002432443,0.00005360996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940588,0.00009234765,0.00003870127,0.003931109,0.00003191231,0.0004634018,0.00001226384,0.000002098824,0.001369322],"genre_scores_gemma":[0.9990792,0.0004288977,0.0001909151,0.00002272208,0.00003432641,0.000002564195,0.000003725599,0.00001108145,0.000226597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05517453,"threshold_uncertainty_score":0.2154158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677467585110366,"score_gpt":0.2888750160417031,"score_spread":0.2721003401905995,"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."}}