{"id":"W4313413494","doi":"10.3390/diagnostics13010080","title":"Spectrum of Bacterial Pathogens from Urinary Infections Associated with Struvite and Metabolic Stones","year":2022,"lang":"en","type":"article","venue":"Diagnostics","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Struvite; Urine; Urinary system; Medicine; Internal medicine; Microbiology; Veterinary medicine; Biology; Phosphate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005395033,0.0003622347,0.0004144261,0.001421001,0.0005198975,0.000603188,0.000251301,0.0004477173,0.002135456],"category_scores_gemma":[0.002125323,0.0002644942,0.0004185664,0.0007921975,0.0002859312,0.0005562203,0.000751932,0.0003193381,0.0002704206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779325,"about_ca_system_score_gemma":0.0003303889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008015079,"about_ca_topic_score_gemma":0.0008837652,"domain_scores_codex":[0.9990964,0.0001686686,0.0001759735,0.0001384789,0.0002194578,0.0002009204],"domain_scores_gemma":[0.9985922,0.0002614213,0.0006770748,0.00004512999,0.0001825939,0.0002415036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005699675,0.00002413852,0.9982829,0.00001111057,0.00001236093,0.0002018522,0.00006364222,0.00001552002,0.0004334283,0.000005581914,0.00002418412,0.0008683328],"study_design_scores_gemma":[0.00000587913,0.000248464,0.9939626,0.00001355061,0.00001713228,0.004729792,0.0004553696,0.00009527071,0.0002980646,0.00001767478,0.0001520491,0.000004133819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993376,0.0002405813,0.00006540952,0.00001623786,0.000002543833,0.000007951817,0.0001223006,0.000002621181,0.000204635],"genre_scores_gemma":[0.9994563,0.0001195944,0.0001210346,0.0000216124,0.00001063262,0.000007724366,0.0001979708,0.000001359874,0.00006388429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135456,"threshold_uncertainty_score":0.007143795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103735920991318,"score_gpt":0.2327414526691594,"score_spread":0.2223678605700276,"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."}}