{"id":"W4413309124","doi":"10.1136/bmjopen-2025-099524","title":"Ward AdmiSsion of Haematuria: an Observational mUlticentre sTudy (WASHOUT) – study protocol","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Urology Foundation; Rosetrees Trust","keywords":"Medicine; Observational study; Workforce; Emergency medicine; Prospective cohort study; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01824137,0.003051661,0.004613004,0.001797957,0.001968781,0.002930082,0.002535664,0.003603267,0.02129821],"category_scores_gemma":[0.016419,0.002642466,0.002839467,0.002387798,0.001939796,0.003243733,0.002254503,0.0022479,0.006890398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077193,"about_ca_system_score_gemma":0.009495574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291768,"about_ca_topic_score_gemma":0.005267467,"domain_scores_codex":[0.9903246,0.00447985,0.001794215,0.001612374,0.0008964331,0.0008926045],"domain_scores_gemma":[0.9904218,0.001760534,0.002602672,0.001363874,0.002688312,0.00116284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3747854,0.06058939,0.2471846,0.0752178,0.008454768,0.006165682,0.01129,0.005333117,0.006095747,0.009275941,0.1196989,0.07590871],"study_design_scores_gemma":[0.220615,0.1286258,0.4674956,0.01996608,0.004479979,0.002195832,0.00883127,0.007132281,0.002235499,0.007107663,0.1302961,0.001018872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06768808,0.001473273,0.005606961,0.0005921361,0.0004765458,0.9042436,0.01747667,0.0001377174,0.002305005],"genre_scores_gemma":[0.0497522,0.0002850812,0.004445424,0.000774837,0.000114519,0.939652,0.004036202,0.00002152796,0.0009182591],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02129821,"threshold_uncertainty_score":0.09647077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2310010464873755,"score_gpt":0.5332020112058654,"score_spread":0.3022009647184899,"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."}}