{"id":"W4233763517","doi":"10.1517/eoph.4.5.693.22210","title":"Best pharmacological practice: urinary tract infections","year":2003,"lang":"en","type":"article","venue":"Expert Opinion on Pharmacotherapy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Urinary system; Nitrofurantoin; Genitourinary system; Trimethoprim; Fosfomycin; Bacteriuria; Intensive care medicine; Acute Cystitis; Internal medicine; Antimicrobial; Antibiotic resistance; Antibiotics","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":[0.0003840883,0.000343571,0.0002985884,0.0003343669,0.0003232183,0.00004491076,0.0001095585,0.0001235147,0.007567237],"category_scores_gemma":[0.0001086261,0.0003019224,0.0002229818,0.000473334,0.0000846914,0.0003887766,0.00001738559,0.0005844946,0.0009552593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725547,"about_ca_system_score_gemma":0.0001032903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578577,"about_ca_topic_score_gemma":6.196327e-8,"domain_scores_codex":[0.9979115,0.0003375957,0.0003831759,0.0005110496,0.000431758,0.000424921],"domain_scores_gemma":[0.9987921,0.0002940423,0.0001415069,0.0003479927,0.0001232163,0.0003011132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004629883,0.5401983,0.004932052,0.00007531663,0.002599692,0.00150674,0.001670344,0.000490157,0.08054449,0.0202656,0.2785915,0.06449597],"study_design_scores_gemma":[0.004886932,0.01230429,0.0003887937,0.00004236347,0.00003842841,0.001570839,0.0001720151,0.00008319924,0.01605538,0.00003767405,0.9641138,0.0003063148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1946916,0.01996554,0.003968172,0.04309048,0.01553264,0.005869548,0.00002486955,0.002221913,0.7146352],"genre_scores_gemma":[0.8919943,0.06233618,0.00330048,0.03499183,0.00170436,0.0008658478,0.00003912528,0.0001467747,0.004621114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7100141,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248632098873857,"score_gpt":0.4292752327706272,"score_spread":0.3667889117818887,"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."}}