{"id":"W2908942217","doi":"10.1186/s12887-018-1364-8","title":"Evaluation of systemic inflammatory response syndrome-negative sepsis from a Chinese regional pediatric network","year":2019,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Fudan University","keywords":"Medicine; Systemic inflammatory response syndrome; Sepsis; Systemic inflammation; Inflammatory response; Intensive care medicine; Inflammation; 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":[0.002244348,0.0002779358,0.0005904399,0.0003134965,0.00005292751,0.00001471749,0.0001289324,0.0002075096,0.0003580908],"category_scores_gemma":[0.001311139,0.0002244462,0.0002693852,0.0009104599,0.0000276207,0.0001098192,0.00006287801,0.0001726301,0.0003185628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433159,"about_ca_system_score_gemma":0.001195706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008345507,"about_ca_topic_score_gemma":0.00001900065,"domain_scores_codex":[0.9963005,0.0006583856,0.000633304,0.0004550757,0.001655672,0.0002971143],"domain_scores_gemma":[0.9957255,0.002274882,0.0004869773,0.0006133933,0.0007285185,0.0001707713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000683443,0.0002617034,0.994024,0.0001847243,0.00012436,0.00002097953,0.0003819264,0.001881549,0.00004494049,0.00001122688,0.002272132,0.0001089892],"study_design_scores_gemma":[0.004743059,0.0003849841,0.990492,0.0001085586,0.002025581,0.00005400868,0.0001850008,0.001386941,0.00001624507,0.0003753021,0.00002716175,0.0002011582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989194,0.008449947,0.00002235937,0.00008329598,0.0005315529,0.001444626,0.00005084666,0.0000601929,0.0001631627],"genre_scores_gemma":[0.9968184,0.0007421172,0.001046153,0.00009299481,0.00091811,0.0001584742,0.0000785619,0.00004141127,0.0001037477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00770783,"threshold_uncertainty_score":0.9152651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06219768297800009,"score_gpt":0.3266822403779429,"score_spread":0.2644845573999428,"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."}}