{"id":"W4388822391","doi":"10.1093/pch/pxad070","title":"<i>Coming in Hot:</i> A quality improvement approach to improving care of febrile infants","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Psychological intervention; Procalcitonin; Quality management; Emergency medicine; Pediatrics; Internal medicine; Sepsis","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":[0.01421122,0.0006538352,0.0004225238,0.001152444,0.00107737,0.003466484,0.001337897,0.001570115,0.002180315],"category_scores_gemma":[0.02643664,0.0002010375,0.0009011415,0.001579389,0.001274735,0.002477598,0.00226431,0.001982325,0.0003873478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003028621,"about_ca_system_score_gemma":0.01226631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957055,"about_ca_topic_score_gemma":0.008071924,"domain_scores_codex":[0.9872441,0.00923262,0.0005778631,0.0004852774,0.001673888,0.0007862723],"domain_scores_gemma":[0.9876007,0.004278323,0.003066109,0.000828071,0.002103682,0.002123064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005603814,0.003095294,0.1487176,0.004664253,0.0003939023,0.0001839828,0.00224651,0.005104475,0.002508164,0.007079745,0.1409096,0.684536],"study_design_scores_gemma":[0.002312896,0.01404439,0.6519063,0.01667614,0.00145554,0.001804716,0.01420495,0.05499288,0.008160575,0.04276682,0.191257,0.0004176551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2732475,0.0234934,0.1295264,0.5384336,0.00395778,0.004117972,0.001702262,0.002718063,0.02280315],"genre_scores_gemma":[0.7372901,0.008793845,0.2111438,0.03550594,0.002103053,0.002296748,0.001047044,0.000100265,0.001719237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01421122,"threshold_uncertainty_score":0.07515705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299667551097619,"score_gpt":0.3136879193482231,"score_spread":0.2906912438372469,"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."}}