{"id":"W2948829050","doi":"10.1111/ped.13906","title":"Skin preparation for prevention of peripheral blood culture contamination in children","year":2019,"lang":"en","type":"article","venue":"Pediatrics International","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Contamination; Peripheral blood; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.000179943,0.00005493947,0.00006175231,0.00005475117,0.00001291153,0.00001883933,0.0001072802,0.00007937836,0.00004609878],"category_scores_gemma":[0.0001767739,0.00006008655,0.00005453501,0.00005359955,0.000008279334,0.00001192241,0.00002520305,0.00003178526,0.0000022627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001721195,"about_ca_system_score_gemma":0.00002715149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114893,"about_ca_topic_score_gemma":0.0000346011,"domain_scores_codex":[0.9994107,0.00002384863,0.0002223692,0.0001822395,0.00009947731,0.00006135459],"domain_scores_gemma":[0.9995514,0.000008838427,0.0001350927,0.00009769944,0.0001940755,0.00001290143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045111,0.0002206219,0.6966602,0.00002354156,0.00002629173,2.781529e-8,0.0001681592,0.0001418973,0.2999913,0.0008778659,0.0003117885,0.001473878],"study_design_scores_gemma":[0.00260056,0.0004437406,0.9337583,0.00001331596,0.00003451557,0.000006098198,0.00008007756,0.00140095,0.05941721,0.0005140463,0.00153481,0.0001964025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970404,0.000043317,0.001767278,0.00002698383,0.0002790102,0.0003720326,0.00004256994,0.000004918821,0.0004235186],"genre_scores_gemma":[0.9952288,0.00003469514,0.00132049,0.00001575981,0.0002947714,0.00002746559,0.001523407,0.000005995568,0.001548584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.240574,"threshold_uncertainty_score":0.2450258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006987027179037601,"score_gpt":0.28114918874686,"score_spread":0.2741621615678224,"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."}}