{"id":"W2980721219","doi":"10.5489/cuaj.6315","title":"Optimizing management of patients with microhematuria: Gold down the drain?","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Microhematuria; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001926468,0.0006616407,0.001652426,0.0009120435,0.001764456,0.003533266,0.001099132,0.00286956,0.003714692],"category_scores_gemma":[0.0173212,0.0002184236,0.0007019951,0.0006833216,0.00148651,0.004099487,0.00180844,0.007265288,0.0008433492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129806,"about_ca_system_score_gemma":0.008066305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009357388,"about_ca_topic_score_gemma":0.01784171,"domain_scores_codex":[0.9977821,0.0008691358,0.000289968,0.0001962581,0.0005398939,0.0003227201],"domain_scores_gemma":[0.9948587,0.001667062,0.0007694701,0.0001265215,0.001114189,0.001464001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007015305,0.001075061,0.06615844,0.001745338,0.000250658,0.003864837,0.001495437,0.001605701,0.001408047,0.01117374,0.2527853,0.6577358],"study_design_scores_gemma":[0.000917818,0.002621795,0.1473349,0.03573849,0.0009447414,0.02408103,0.02251221,0.006272899,0.003236013,0.1389937,0.6167737,0.0005726803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04829838,0.1862288,0.00939444,0.7127373,0.0129509,0.0001553714,0.0002364374,0.0003644176,0.02963402],"genre_scores_gemma":[0.4956261,0.2290464,0.04992256,0.1895195,0.02764262,0.0002696562,0.0004951061,0.0004500552,0.007027963],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009357388,"threshold_uncertainty_score":0.01860583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00506086452390768,"score_gpt":0.1880435732968198,"score_spread":0.1829827087729121,"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."}}