{"id":"W3156613216","doi":"10.3390/medicina57040368","title":"Is Early Surgical Treatment for Benign Prostatic Hyperplasia Preferable to Prolonged Medical Therapy: Pros and Cons","year":2021,"lang":"en","type":"review","venue":"Medicina","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Context (archaeology); Medical therapy; Lower urinary tract symptoms; Medical treatment; Randomized controlled trial; Surgery; Hyperplasia; Prostate; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002531623,0.0004559166,0.002396686,0.001168865,0.0002551901,0.001543991,0.0009852387,0.002327845,0.003871012],"category_scores_gemma":[0.006261954,0.0002432762,0.001193428,0.001665116,0.001089985,0.00186486,0.000433259,0.002037436,0.0004951835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929596,"about_ca_system_score_gemma":0.001449695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007523004,"about_ca_topic_score_gemma":0.001787399,"domain_scores_codex":[0.9986901,0.0005798156,0.0002305043,0.0001874689,0.0002605016,0.00005170601],"domain_scores_gemma":[0.9956583,0.003497453,0.000518277,0.00004232487,0.0002269642,0.00005666686],"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":[0.0007909369,0.00005302378,0.0004555422,0.1878849,0.001633085,0.0002258516,0.0001501571,0.0002709266,0.0006134912,0.01197137,0.01550633,0.7804444],"study_design_scores_gemma":[0.0007762599,0.0007247846,0.005537742,0.2298386,0.007240993,0.004199721,0.0008323393,0.0002900525,0.0008001014,0.01606853,0.733593,0.00009786066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001038515,0.9986978,0.0000227223,0.000716904,0.0001719156,0.000001827132,0.000006132419,6.27184e-7,0.0002782774],"genre_scores_gemma":[0.002867879,0.9951373,0.0001049105,0.001213532,0.000533724,0.000007230285,0.00001048713,0.000001438042,0.0001234858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003871012,"threshold_uncertainty_score":0.01338863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1863762176608851,"score_gpt":0.4647698317677066,"score_spread":0.2783936141068215,"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."}}