{"id":"W2058677706","doi":"10.1111/bju.12500","title":"Influence of baseline variables on changes in I nternational P rostate S ymptom S core after combined therapy with dutasteride plus tamsulosin or either monotherapy in patients with benign prostatic hyperplasia and lower urinary tract symptoms: 4‐year results of the CombAT study","year":2013,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"GlaxoSmithKline","keywords":"Tamsulosin; Dutasteride; Urology; Medicine; Lower urinary tract symptoms; International Prostate Symptom Score; Prostate; Quality of life (healthcare); Hyperplasia; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002052388,0.0009304247,0.001942852,0.00114153,0.0001844871,0.0001784576,0.0008561878,0.000438373,0.00002948041],"category_scores_gemma":[0.003242695,0.0006820949,0.0001984326,0.001189381,0.0008759907,0.0007715918,0.0002415854,0.001788858,0.000009927022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975165,"about_ca_system_score_gemma":0.0007741441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005622814,"about_ca_topic_score_gemma":0.0004018357,"domain_scores_codex":[0.9919557,0.001369588,0.002147803,0.001081939,0.002010097,0.001434895],"domain_scores_gemma":[0.9881626,0.007319206,0.001710032,0.0007858478,0.001486087,0.0005362405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004299146,0.0133785,0.9531766,0.0003659277,0.001262902,0.004229343,0.01486593,0.002524784,0.001223727,0.00001127511,0.002933374,0.001728468],"study_design_scores_gemma":[0.04299653,0.04632536,0.8980866,0.001457504,0.000199696,0.00328942,0.004322987,0.000441361,0.0006887144,0.0001687081,0.001940885,0.00008222477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923366,0.002171227,0.00001882824,0.0002465216,0.0001876439,0.004091926,0.0006103677,0.00003884178,0.0002980868],"genre_scores_gemma":[0.9942844,0.002399291,0.0003522794,0.0008684644,0.0001496163,0.0002958152,0.0000970606,0.0002160419,0.00133703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05509001,"threshold_uncertainty_score":0.999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100932806137523,"score_gpt":0.2440270308236853,"score_spread":0.2330177027623101,"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."}}