{"id":"W1967585592","doi":"10.1002/pds.949","title":"Predictors of receipt of a fluoroquinolone versus trimethoprim‐sulfamethoxazole for treatment of acute pyelonephritis in women in Manitoba, Canada","year":2004,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba; University of Alberta; Manitoba Health","funders":"","keywords":"Medicine; Pharmacoepidemiology; Receipt; Trimethoprim; Sulfamethoxazole; Intensive care medicine; Internal medicine; Emergency medicine; Antibiotics; Pharmacology; Medical prescription; Microbiology","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":[0.001516457,0.0001793598,0.00103102,0.0003035606,0.00002541693,4.316377e-7,0.00006987258,0.00009240439,0.00002224018],"category_scores_gemma":[0.0003415441,0.0001675934,0.00009033829,0.0002917158,0.0001593968,0.00005561843,0.00003665917,0.0001147656,1.897606e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008600796,"about_ca_system_score_gemma":0.0003887839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1987534,"about_ca_topic_score_gemma":0.05748079,"domain_scores_codex":[0.9979806,0.0003506873,0.0009258994,0.0002738425,0.00009263352,0.0003763644],"domain_scores_gemma":[0.9977852,0.001549463,0.0002979874,0.0001994723,0.00005942449,0.0001084935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07714781,0.01007078,0.7359392,0.001658424,0.004733352,0.0002219717,0.005913208,0.004115303,0.01539318,0.001103723,0.001134133,0.1425689],"study_design_scores_gemma":[0.06383052,0.00800025,0.8560154,0.0002789047,0.001005101,0.00004902825,0.001447555,0.0002289353,0.05135667,0.0006661349,0.01678666,0.0003348383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952377,0.001012507,0.0001944817,0.001623581,0.0003513496,0.000986904,0.0001547699,0.00001148215,0.0004272017],"genre_scores_gemma":[0.987317,0.008006798,0.004233481,0.0001208072,0.00004064827,0.0001866086,0.00003800395,0.00001378396,0.00004287173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422341,"threshold_uncertainty_score":0.9597178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394378835605526,"score_gpt":0.3252989137432273,"score_spread":0.2913551253871721,"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."}}