{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005549871,0.0001226415,0.0003007692,0.0000773222,0.0001380211,0.000007859653,0.00003479368,0.00003624578,0.000329283],"category_scores_gemma":[0.0002767825,0.0001040159,0.00004694262,0.0001808429,0.000056859,0.00003105903,0.00008090932,0.0001285145,0.000002045959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003603753,"about_ca_system_score_gemma":0.00007977353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001869733,"about_ca_topic_score_gemma":0.00001784281,"domain_scores_codex":[0.9992457,0.00006312588,0.0001609656,0.0001762028,0.000199456,0.0001545533],"domain_scores_gemma":[0.9992675,0.0003009972,0.0001055696,0.0001771186,0.00003661369,0.0001122649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495244,0.001382708,0.9960916,0.000007001399,0.0004237889,0.0001570424,0.00041216,0.00001165186,0.0006269173,0.000204886,0.0002072016,0.0003255396],"study_design_scores_gemma":[0.002317274,0.001395261,0.9908439,0.00002510825,0.0008099781,0.00008146828,0.0001695344,0.00003185328,0.0006776177,0.0001410152,0.003406647,0.0001003582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966062,0.0007815378,0.000008722674,0.0003086566,0.0002262537,0.0002339669,0.001642321,0.00003441035,0.0001578743],"genre_scores_gemma":[0.9983839,0.0004518632,0.0001306399,0.0001343309,0.00008925065,0.00004129508,0.0006609975,0.00002273608,0.00008501681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247693,"threshold_uncertainty_score":0.4241643,"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."}}