{"id":"W4294805211","doi":"10.1093/jpids/piac095","title":"Early Life Antibiotic Prescription for Upper Respiratory Tract Infection Is Associated With Higher Antibiotic Use in Childhood","year":2022,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antibiotics; Respiratory tract infections; Medical prescription; Upper respiratory infections; Intensive care medicine; Pediatrics; Respiratory tract; Upper respiratory tract infection; Respiratory system; Internal medicine; Microbiology; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006636034,0.0003933078,0.0004351472,0.0008651876,0.000621988,0.0009333084,0.0006759929,0.0005837301,0.003406936],"category_scores_gemma":[0.004438794,0.0004384909,0.001043396,0.001627071,0.0004451127,0.0004119753,0.0007333562,0.001182902,0.000266391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812867,"about_ca_system_score_gemma":0.002648218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1899705,"about_ca_topic_score_gemma":0.2090862,"domain_scores_codex":[0.9988976,0.0001564971,0.00009868287,0.0002425878,0.0002810431,0.0003236264],"domain_scores_gemma":[0.9941678,0.0005547418,0.003767769,0.0002233422,0.0005024964,0.0007838003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001533207,0.000006883473,0.9993667,0.00001384759,0.00002248552,0.00003813243,0.000050507,0.00001428681,0.00003975706,0.00000970641,0.00006611206,0.0003563043],"study_design_scores_gemma":[6.413514e-7,0.00001149821,0.9996502,0.00001458711,0.00001072042,0.00009367657,0.00008948525,0.00003470893,0.00001425049,0.000004869803,0.0000737588,0.000001559228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958502,0.00161212,0.0001352528,0.0002508188,0.000021268,0.00001259692,0.001310718,0.00001207443,0.000795088],"genre_scores_gemma":[0.998309,0.0006034996,0.0001851665,0.00004065334,0.00001183056,0.000007204905,0.0006062575,0.000006293778,0.0002301753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899705,"threshold_uncertainty_score":0.3777295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476575499518556,"score_gpt":0.2350926728173161,"score_spread":0.2203269178221305,"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."}}