{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000578991,0.0003747721,0.0005749728,0.0004511364,0.0005171158,0.0000471589,0.0002370067,0.0003403305,0.00001161335],"category_scores_gemma":[0.0001741015,0.0003428189,0.0001325849,0.0008819835,0.0001493291,0.0001321492,0.00008594856,0.0005379361,0.00004956825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400997,"about_ca_system_score_gemma":0.000226814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221501,"about_ca_topic_score_gemma":0.0006644349,"domain_scores_codex":[0.9969943,0.0002799692,0.0008239925,0.0007748855,0.0001157054,0.001011203],"domain_scores_gemma":[0.9987985,0.0002581961,0.0004191282,0.000295363,0.0000735555,0.0001552113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180952,0.0006054032,0.9749749,0.0003053828,0.0000428162,0.000001861251,0.00006699796,0.00003163964,0.00004418533,0.000278621,0.02191926,0.001610847],"study_design_scores_gemma":[0.003681156,0.000261836,0.9915003,0.00007632475,0.0001056864,0.00001712697,0.0000166105,0.00001736923,0.0000374327,0.0008412938,0.003035877,0.0004090174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393493,0.1540483,0.0004073398,0.002349394,0.0007164904,0.002217212,0.0005561084,0.0001984827,0.0001573212],"genre_scores_gemma":[0.9757392,0.02167855,0.00006795067,0.0006449591,0.0004289912,0.00001931289,0.001024613,0.00005465407,0.0003417149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363899,"threshold_uncertainty_score":0.9999024,"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."}}