{"id":"W3012610928","doi":"10.1542/peds.2019-3538","title":"Performance of the Modified Boston and Philadelphia Criteria for Invasive Bacterial Infections","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Urinalysis; Bacteremia; Urine; White blood cell; Confidence interval; High-power field; Blood culture; Internal medicine; Meningitis; Gastroenterology; Cerebrospinal fluid; Pediatrics; Antibiotics; Microbiology","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":[0.009762838,0.00133393,0.0008742399,0.003942245,0.0004409428,0.001213797,0.001350119,0.001062763,0.001674471],"category_scores_gemma":[0.0396658,0.0004051935,0.0007365706,0.00114226,0.001025971,0.001529822,0.001527321,0.0005953537,0.0006326616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000637255,"about_ca_system_score_gemma":0.001200273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194531,"about_ca_topic_score_gemma":0.003762587,"domain_scores_codex":[0.9932631,0.002543685,0.001232002,0.0007245249,0.001672151,0.0005645434],"domain_scores_gemma":[0.9770031,0.007231153,0.008761019,0.001097562,0.004005435,0.001901727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631683,0.00002180933,0.9918886,0.000035902,0.00008397936,0.0001644642,0.00006903805,0.0002784981,0.0002766763,0.00009147129,0.0009144308,0.006011932],"study_design_scores_gemma":[0.00003672249,0.0004186206,0.9886636,0.0001640406,0.00009517499,0.003073856,0.0001596547,0.003053232,0.0007926565,0.0002850454,0.003224639,0.00003277618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729719,0.008363103,0.005384343,0.0008381043,0.0002796905,0.0003002941,0.00197287,0.0001112163,0.009778596],"genre_scores_gemma":[0.9909127,0.00102435,0.00531547,0.0001380793,0.0001698967,0.000155536,0.001788943,0.00001827356,0.0004767588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009762838,"threshold_uncertainty_score":0.05163145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824281064851674,"score_gpt":0.2750970580146688,"score_spread":0.236854247366152,"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."}}