{"id":"W4387260572","doi":"10.1186/s12887-023-04235-3","title":"A trial-based cost-effectiveness analysis of antibiotic prescription strategies for non-complicated respiratory tract infections in children","year":2023,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexus Clinical Research (Canada)","funders":"","keywords":"Medicine; Medical prescription; Euros; Respiratory tract infections; Antibiotics; Health care; Cost effectiveness; Antibiotic resistance; Cost-effectiveness analysis; Incremental cost-effectiveness ratio; Defined daily dose; Quality-adjusted life year; Pediatrics; Intensive care medicine; Emergency medicine; Internal medicine; Respiratory system; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006227309,0.0001486054,0.0004493157,0.001089126,0.0001080937,0.00001532021,0.0001385509,0.0002754269,0.00001228631],"category_scores_gemma":[0.0001763047,0.0001371206,0.0002523776,0.002640736,0.0000941739,0.00008285471,0.00002064063,0.0001506329,0.00002640633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004494719,"about_ca_system_score_gemma":0.0002848431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824506,"about_ca_topic_score_gemma":0.0002246873,"domain_scores_codex":[0.9987243,0.0002462625,0.000396531,0.0003120887,0.0000439,0.0002769467],"domain_scores_gemma":[0.9987361,0.0006724126,0.0002108556,0.0002654623,0.00009815093,0.00001696084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002457211,0.001004831,0.9676884,0.0001872828,0.0003251858,6.867824e-7,0.00005433865,0.007154712,0.02052827,0.0002120516,0.000256725,0.0001302706],"study_design_scores_gemma":[0.01304965,0.000445937,0.9825276,0.00002113039,0.0008952507,5.267698e-7,0.0000872194,0.0004964579,0.002202363,0.0000471531,0.00006772755,0.000158974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885052,0.0003479609,0.008886055,0.000006259882,0.0002533286,0.001657312,0.0002018504,0.00008775244,0.00005429555],"genre_scores_gemma":[0.9992804,0.00004901901,0.00003923676,0.00001295816,0.00003973032,0.0000579749,0.0004622347,0.00001495528,0.00004347999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832591,"threshold_uncertainty_score":0.5591617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773941863637778,"score_gpt":0.3115223329358119,"score_spread":0.2737829142994341,"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."}}