{"id":"W2806869929","doi":"10.5489/cuaj.5105","title":"Prevalence estimates for lower urinary tract symptom severity among men in Uganda and sub-Saharan Africa based on regional prevalence data","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; International Collaboration On Repair Discoveries","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Demography; Population; Sexual function; Cohort; Disease burden; Environmental health; Internal medicine; Prostate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002171456,0.0005090585,0.0004703419,0.004021873,0.0003510744,0.0007373991,0.0005397924,0.0001987404,0.002124748],"category_scores_gemma":[0.007373171,0.0004379024,0.0007178885,0.003335136,0.000303679,0.00061994,0.001417623,0.0004109543,0.0004963753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219368,"about_ca_system_score_gemma":0.0005275506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746187,"about_ca_topic_score_gemma":0.01367768,"domain_scores_codex":[0.9986734,0.0006503925,0.0001748999,0.0001642743,0.0002074899,0.0001295479],"domain_scores_gemma":[0.9975941,0.0004865305,0.001050219,0.0001718537,0.000571409,0.0001258681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001076864,0.0000258205,0.9637443,0.0009361118,0.0003407944,0.0001403177,0.001801272,0.001051103,0.0004575044,0.0003031658,0.002918719,0.02817311],"study_design_scores_gemma":[0.00001807943,0.00009386185,0.9903886,0.0007355314,0.0001134869,0.0004694088,0.001377383,0.0006727675,0.000208841,0.0002415025,0.005659598,0.00002099573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484939,0.01046186,0.005329684,0.0004265683,0.00006056603,0.0005187634,0.02707527,0.00007942969,0.007553947],"genre_scores_gemma":[0.978202,0.00387759,0.006009568,0.0001270573,0.00004035822,0.0007486771,0.01047552,0.00001842697,0.0005008111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01746187,"threshold_uncertainty_score":0.03472048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427891799000004,"score_gpt":0.2979038161686112,"score_spread":0.2551146362686108,"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."}}