{"id":"W2782601916","doi":"10.1089/sur.2017.288","title":"Status and Challenges of Predicting and Diagnosing Sepsis in Burn Patients","year":2018,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Medicine; Sepsis; Intensive care medicine; Procalcitonin; Context (archaeology); Septic shock; Surgery","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":[0.002616527,0.0007885859,0.001441372,0.003042956,0.0004081386,0.001878425,0.001121922,0.001615746,0.001276374],"category_scores_gemma":[0.009672645,0.0003022625,0.0008383876,0.002042566,0.001031278,0.002451231,0.0009416555,0.002424965,0.0007041841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457288,"about_ca_system_score_gemma":0.002686194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261889,"about_ca_topic_score_gemma":0.002890371,"domain_scores_codex":[0.9983863,0.0005817586,0.0003564445,0.000166871,0.0004474454,0.00006112885],"domain_scores_gemma":[0.9949909,0.003287951,0.0004952496,0.00009466871,0.001003727,0.0001275341],"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":[0.00006369631,0.00006009277,0.001884006,0.03043219,0.0001745831,0.0002427867,0.0003035786,0.0003312741,0.0002651473,0.002677536,0.01825029,0.9453146],"study_design_scores_gemma":[0.00003340206,0.0002385684,0.01154269,0.1024474,0.001027204,0.007879515,0.001414979,0.0006521747,0.0007773891,0.01128791,0.8625731,0.0001255793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001654888,0.9975795,0.0001460457,0.001457741,0.000194276,0.000004564806,0.00001425189,0.000006038999,0.0004321024],"genre_scores_gemma":[0.001594265,0.9972252,0.0003918694,0.0003736608,0.0003056806,0.000006806196,0.00001906949,0.000001560268,0.00008207527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003042956,"threshold_uncertainty_score":0.0138377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07823704424117145,"score_gpt":0.3635031853109095,"score_spread":0.2852661410697381,"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."}}