{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005583062,0.0002190553,0.0001962461,0.0008414845,0.0004924257,0.0008208237,0.000535609,0.0002818956,0.00286784],"category_scores_gemma":[0.004098502,0.0002177335,0.000229151,0.001453806,0.0004112141,0.0003867559,0.0006651161,0.0008917582,0.0001858667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477292,"about_ca_system_score_gemma":0.003128057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03535189,"about_ca_topic_score_gemma":0.05698267,"domain_scores_codex":[0.998723,0.0001622609,0.0001531259,0.0001506809,0.0005038831,0.0003071208],"domain_scores_gemma":[0.9937133,0.00048538,0.004504912,0.0001364599,0.0004191376,0.0007407718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001120618,0.00001718006,0.9980629,0.00001425395,0.000007968211,0.0001457206,0.00003611071,0.00003244645,0.00005199986,0.00001277926,0.0002057093,0.001401682],"study_design_scores_gemma":[8.521367e-7,0.00001795528,0.9989852,0.00001862029,0.000003194164,0.0005745457,0.0001020668,0.00005584262,0.00003250593,0.000006844105,0.0002011003,0.000001173468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965487,0.0005385804,0.0001182432,0.0003115502,0.00001293482,0.00001955302,0.0006497768,0.00001099108,0.001789748],"genre_scores_gemma":[0.9988163,0.0004152025,0.0002226415,0.00005563268,0.00001731192,0.000008058765,0.0003510154,0.00000348932,0.0001104482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03535189,"threshold_uncertainty_score":0.07029223,"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."}}