{"id":"W2022653844","doi":"10.1093/qjmed/hci035","title":"Isolated microscopic haematuria","year":2005,"lang":"en","type":"letter","venue":"QJM","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Asymptomatic; Medicine; Pathology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003157837,0.0003387773,0.0005882354,0.0001236689,0.00005444779,0.00002752123,0.0001115508,0.0009161644,0.001084453],"category_scores_gemma":[0.0000212798,0.0002639313,0.00021377,0.00009701738,0.00004309426,0.00003086778,0.00003376625,0.001143127,0.00174685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260276,"about_ca_system_score_gemma":0.0001282995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000456633,"about_ca_topic_score_gemma":7.303345e-7,"domain_scores_codex":[0.998641,0.00002660938,0.0002700659,0.0004007516,0.0002512958,0.0004103253],"domain_scores_gemma":[0.9991282,0.00002403429,0.0001088576,0.0005676228,0.00005457825,0.0001167625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003259818,0.00006422818,0.0009701091,0.000165743,0.0002466233,0.001039565,0.00004450509,2.264032e-8,0.000165026,0.00000163861,0.9960142,0.001255781],"study_design_scores_gemma":[0.001307057,0.0001803978,0.002982847,0.0002591612,0.0004657541,0.0004061511,0.000001946769,0.00001029439,0.0001737686,0.00001489765,0.9939911,0.0002065697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006268494,0.002321389,0.00001150862,0.9778587,0.0009287437,0.0005895622,0.00008802206,0.0001890958,0.01174447],"genre_scores_gemma":[0.001498537,0.00008902553,0.00071842,0.8591443,0.00524985,0.00002771202,0.001108405,0.00009408149,0.1320696],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1203252,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523993971667969,"score_gpt":0.2788234633090689,"score_spread":0.2635835235923892,"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."}}