{"id":"W2755235721","doi":"10.1111/bju.14016","title":"Guideline of guidelines: asymptomatic microscopic haematuria","year":2017,"lang":"en","type":"review","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urine cytology; Guideline; Cystoscopy; Asymptomatic; Gynecology; Urinary system; General surgery; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003418619,0.001137147,0.001819678,0.005492626,0.0007236769,0.001799612,0.003061315,0.003702518,0.00729851],"category_scores_gemma":[0.01414613,0.0004811558,0.002017639,0.003977032,0.0007832316,0.001803761,0.001413576,0.003650951,0.005727107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290821,"about_ca_system_score_gemma":0.009477934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0094953,"about_ca_topic_score_gemma":0.01528508,"domain_scores_codex":[0.995459,0.001379097,0.001202556,0.0002128558,0.001577553,0.0001690012],"domain_scores_gemma":[0.9908983,0.002267313,0.001484901,0.0002049624,0.004805133,0.0003393027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004599298,0.0000626688,0.0006335843,0.02466336,0.0001337882,0.0004043556,0.000237828,0.0002486706,0.0002851724,0.004874086,0.6419811,0.3264295],"study_design_scores_gemma":[0.00006181095,0.0000398819,0.001295243,0.05430522,0.0002418822,0.001615086,0.0001308423,0.000128651,0.0001469235,0.002356408,0.9396489,0.00002920572],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006972229,0.886494,0.004986927,0.04978497,0.01346657,0.001379676,0.00360108,0.0003459346,0.03924361],"genre_scores_gemma":[0.006669151,0.9107734,0.02377096,0.03237256,0.004612905,0.001334031,0.007337305,0.0001174171,0.01301235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0094953,"threshold_uncertainty_score":0.02441591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100893863581256,"score_gpt":0.4236008395233777,"score_spread":0.3227069759421218,"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."}}