{"id":"W2126179938","doi":"10.5489/cuaj.180","title":"A prospective trial of GreenLight PVP (HPS120) versus transurethral resection of the prostate in the treatment of lower urinary tract symptoms in Ontario, Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Lower urinary tract symptoms; International Prostate Symptom Score; Urology; Transurethral resection of the prostate; Quality of life (healthcare); Prostate; Adverse effect; Randomized controlled trial; Prospective cohort study; Shim (computing); Surgery; Internal medicine; Erectile dysfunction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544087,0.0001111098,0.0003218796,0.0001479135,0.00007229359,0.00001199501,0.0001287988,0.0001354423,0.0003715805],"category_scores_gemma":[0.0001696036,0.00006040571,0.000137753,0.0003563628,0.00006340381,0.00007379911,0.000004903355,0.0005846596,5.883659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965887,"about_ca_system_score_gemma":0.003290007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.938163,"about_ca_topic_score_gemma":0.975612,"domain_scores_codex":[0.9980083,0.0004456725,0.0004932742,0.0001298698,0.000575626,0.0003472234],"domain_scores_gemma":[0.9989414,0.0002983856,0.0002477827,0.0001281011,0.0002308429,0.0001534821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01855374,0.001227059,0.9753107,0.000009976638,0.000129104,0.0001532517,0.003145993,0.00003357241,0.00008544582,0.00001975801,0.0003092941,0.001022042],"study_design_scores_gemma":[0.02215006,0.01777247,0.9581485,0.00002097204,0.00004183457,0.00007464921,0.0003003044,0.00002214432,0.00007391101,0.0002196353,0.001123064,0.00005250458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98988,0.000110206,1.723143e-7,0.007037616,0.0002441221,0.001311512,0.00002919497,0.000001227797,0.001386003],"genre_scores_gemma":[0.9993963,0.0000615639,0.000004969978,0.00007069704,0.00006486635,0.00005150503,0.000005865129,0.000005543661,0.0003387147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03744904,"threshold_uncertainty_score":0.7755691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856830093705421,"score_gpt":0.2514007198680689,"score_spread":0.2328324189310147,"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."}}