{"id":"W1687300002","doi":"10.1093/pch/11.10.647","title":"Antibiotic choices by paediatric residents and recently graduated paediatricians for typical infectious disease problems in children","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Sinusitis; Otitis; Cellulitis; Pneumonia; Antibiotics; Osteomyelitis; Amoxicillin; Meningitis; Pediatrics; Pharyngitis; Infectious disease (medical specialty); Pediatric Infectious Disease; Internal medicine; Cefazolin; Intensive care medicine; Disease; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541227,0.000224962,0.0002823429,0.0005917659,0.0005322314,0.0005446429,0.0004542988,0.0007013418,0.00197166],"category_scores_gemma":[0.0149159,0.0003208554,0.0003405642,0.0005125321,0.0006007734,0.0005569665,0.0006345934,0.0006102677,0.0002371254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718447,"about_ca_system_score_gemma":0.001987897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03983267,"about_ca_topic_score_gemma":0.06692332,"domain_scores_codex":[0.998081,0.0006815962,0.0001851562,0.0001659188,0.000554082,0.0003323429],"domain_scores_gemma":[0.9927883,0.001768337,0.003747083,0.00007236614,0.00055714,0.001066748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749438,0.00008781059,0.9925272,0.00006606966,0.00002518089,0.0001858222,0.002319829,0.00006260524,0.00009710249,0.00001114422,0.0003814387,0.004060729],"study_design_scores_gemma":[0.00002728881,0.0004016175,0.99168,0.00007460669,0.00001633712,0.0007738807,0.00605278,0.0001401991,0.00008666288,0.0000104568,0.0007231301,0.00001311211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991637,0.0002242608,0.00002228719,0.0001345772,0.000005141103,0.0000199295,0.0001143331,0.000001535511,0.0003141659],"genre_scores_gemma":[0.9990784,0.0003203649,0.0001862999,0.000105751,0.00001003111,0.00002273169,0.0001308748,0.000001117659,0.0001445232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03983267,"threshold_uncertainty_score":0.07920158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0052631112987008,"score_gpt":0.2274995347160254,"score_spread":0.2222364234173246,"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."}}