{"id":"W2735262941","doi":"10.1097/pec.0000000000001215","title":"Outpatient Parenteral Antimicrobial Therapy and Judicious Use of Pediatric Emergency Resources","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Cellulitis; Pneumonia; Emergency medicine; Antimicrobial stewardship; Retrospective cohort study; Intensive care medicine; Incidence (geometry); Infection control; Antibiotics; Pediatrics; Surgery; Internal medicine; Antibiotic resistance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009189711,0.0002918967,0.0004027207,0.0001690249,0.0006714079,0.00001859462,0.000437481,0.0002806708,0.0005277013],"category_scores_gemma":[0.000113548,0.0002466849,0.0001979839,0.0001261618,0.0001297166,0.000187262,0.0002038891,0.0002504035,0.0000542571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001481413,"about_ca_system_score_gemma":0.00004369938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00058187,"about_ca_topic_score_gemma":0.0001246392,"domain_scores_codex":[0.9982608,0.0001111627,0.0006333112,0.0004684066,0.00008550275,0.0004408077],"domain_scores_gemma":[0.9984139,0.00002911066,0.0006177044,0.0006575828,0.0002323453,0.00004932544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374102,0.000144465,0.9691128,0.0001973992,0.0000852793,0.000005997245,0.003250691,0.000002058544,0.002051471,0.0000223233,0.02383625,0.001153849],"study_design_scores_gemma":[0.001414447,0.0003995814,0.9850472,0.00001272872,0.0003232177,0.00000662673,0.000539243,0.000001164532,0.001733335,0.00002777271,0.009976274,0.0005183609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425301,0.05288899,0.00001183664,0.00006743383,0.003697318,0.0002803225,0.0001865141,0.00004143126,0.0002960686],"genre_scores_gemma":[0.8984982,0.1000158,0.00004083218,0.00001472873,0.000482968,0.000005118199,0.00005618314,0.00002727293,0.0008588593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0471268,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868751659340031,"score_gpt":0.260065413627837,"score_spread":0.2313778970344367,"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."}}