{"id":"W2004038019","doi":"10.5489/cuaj.2577","title":"Author response: Microscopic hematuria and urothelial malignancy","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malignancy; Urology; Medicine; Microscopic hematuria; Pathology; Internal medicine; Kidney","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":[0.001706042,0.0008273484,0.001300724,0.0007165826,0.001971971,0.001750231,0.001778445,0.02872677,0.01149433],"category_scores_gemma":[0.01931727,0.0005785677,0.001082721,0.0004563496,0.001525578,0.002385018,0.0009491082,0.02276269,0.007235928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243879,"about_ca_system_score_gemma":0.001958149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980818,"about_ca_topic_score_gemma":0.004700875,"domain_scores_codex":[0.9984107,0.0004615348,0.0002361616,0.0002518319,0.0003899336,0.00024992],"domain_scores_gemma":[0.9938248,0.00245809,0.0004507287,0.0001758032,0.002361482,0.0007291047],"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":[0.00008132781,0.00003276022,0.0009742808,0.00008357751,0.00001616643,0.00376453,0.00007439496,0.00005581642,0.0001115289,0.0004934698,0.9905504,0.003761738],"study_design_scores_gemma":[0.0002010063,0.0001806571,0.004125813,0.0006988216,0.00006850134,0.02096002,0.001238015,0.0004934727,0.0006235956,0.003962214,0.9672759,0.000171977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005813048,0.001048127,0.0001116059,0.9530918,0.04333965,0.00002356036,0.00007839267,0.00006473051,0.00166089],"genre_scores_gemma":[0.005905109,0.00129917,0.0002745865,0.9497352,0.03483771,0.0000421497,0.00005207663,0.00003248914,0.00782161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02872677,"threshold_uncertainty_score":0.03845239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346813814921173,"score_gpt":0.262807046882396,"score_spread":0.2493389087331843,"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."}}