{"id":"W2333849488","doi":"10.1542/hpeds.2015-0195","title":"National Survey on the Impact of Viral Testing for the ED and Inpatient Management of Febrile Young Infants","year":2016,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"McGill University Health Centre","keywords":"Medicine; Pediatrics; Intensive care medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001109581,0.000135069,0.0001292099,0.0002909517,0.0003584978,0.0002108947,0.0003704103,0.0002581405,0.0009061379],"category_scores_gemma":[0.005881765,0.0001327014,0.0001729833,0.0005285764,0.0002005099,0.0001637964,0.0003640389,0.0004375191,0.0001100523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00346971,"about_ca_system_score_gemma":0.003720973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4634022,"about_ca_topic_score_gemma":0.5711638,"domain_scores_codex":[0.9987383,0.0003601018,0.0001115776,0.00008044441,0.0004883698,0.0002212358],"domain_scores_gemma":[0.9960698,0.0007794871,0.00142125,0.0000519284,0.0009083205,0.0007691541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000041646,0.00003479451,0.995814,0.00004176958,0.00001352947,0.00005162884,0.0002063016,0.00007628619,0.0001162276,0.00001432987,0.001092998,0.002496396],"study_design_scores_gemma":[0.000001478035,0.00002429623,0.9995008,0.00001304422,0.000001736725,0.00002168672,0.0001959706,0.00006591374,0.00001609427,0.00000171437,0.0001563207,0.000001003691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962618,0.0002172044,0.00004189898,0.0005608278,0.000007157264,0.00003152806,0.001636032,0.000005328595,0.001238374],"genre_scores_gemma":[0.9986084,0.0002029962,0.0001104675,0.0001446125,0.000004595056,0.00001708127,0.0008115806,8.928054e-7,0.00009939943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4634022,"threshold_uncertainty_score":0.9214098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902046830446554,"score_gpt":0.2940862530983838,"score_spread":0.2650657847939183,"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."}}