{"id":"W2324033118","doi":"10.3918/jsicm.21.55","title":"Investigating blood culture collection in Japanese pediatric intensive care units","year":2014,"lang":"en","type":"article","venue":"Journal of the Japanese Society of Intensive Care Medicine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Blood culture; Intensive care; Medicine; Intensive care medicine; Biology; 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":[0.002113378,0.0005570615,0.0003818144,0.001347163,0.00133167,0.001483241,0.0008537454,0.0006335462,0.001336658],"category_scores_gemma":[0.01075243,0.0003829076,0.0003941972,0.001296029,0.0006664441,0.0009548672,0.0009400625,0.0009755382,0.0001981368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154932,"about_ca_system_score_gemma":0.003631897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849626,"about_ca_topic_score_gemma":0.0216988,"domain_scores_codex":[0.9961104,0.001221051,0.0007772773,0.0003576661,0.0008339906,0.0006996673],"domain_scores_gemma":[0.9936951,0.001518162,0.001725398,0.0002687873,0.001911752,0.0008807474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001119147,0.000126231,0.9861284,0.00008190102,0.00002117727,0.003248662,0.002794282,0.00003569824,0.001633456,0.00006458139,0.0003661717,0.005387455],"study_design_scores_gemma":[0.00001196062,0.0004468879,0.9636421,0.0001809175,0.0001382209,0.006128036,0.02303668,0.0004583867,0.003647796,0.00007358949,0.002215429,0.00001982301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975058,0.0005226097,0.0003662449,0.0003043937,0.00003421994,0.000053304,0.00007333363,0.000007370112,0.001132594],"genre_scores_gemma":[0.9976419,0.0006078514,0.0008371203,0.0004606727,0.00004305905,0.0000418996,0.0001036446,0.000006261133,0.0002575865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849626,"threshold_uncertainty_score":0.03677726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714168066480678,"score_gpt":0.2633716073356748,"score_spread":0.246229926670868,"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."}}