{"id":"W2151782813","doi":"10.12688/f1000research.6565.1","title":"Sepsis breakthroughs in 2014","year":2015,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Sepsis; Septic shock; Medicine; Resuscitation; Intensive care medicine; Randomized controlled trial; Shock (circulatory); Internal medicine; 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":[0.004051524,0.001198949,0.0009378538,0.001425557,0.001270693,0.004486512,0.001221052,0.003167727,0.1149582],"category_scores_gemma":[0.01058837,0.0002968982,0.001413425,0.001185119,0.0005976611,0.002983137,0.00431671,0.005590084,0.04190824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003934023,"about_ca_system_score_gemma":0.007640518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115801,"about_ca_topic_score_gemma":0.01223692,"domain_scores_codex":[0.9975514,0.000461994,0.0002803887,0.0002486766,0.0009519712,0.0005056305],"domain_scores_gemma":[0.99384,0.0005400503,0.0003850417,0.0001682408,0.002298968,0.002767624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001044465,0.00002851228,0.0003890159,0.0004228581,0.00002126458,0.00008224314,0.00004280224,0.00004805891,0.0001090079,0.002831558,0.9042159,0.09170425],"study_design_scores_gemma":[0.00003008552,0.00004271869,0.001117094,0.0005856981,0.00001196748,0.0001162959,0.00005964829,0.00003106446,0.00003700635,0.0006957241,0.9972649,0.000007780542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003657856,0.1590684,0.002620672,0.3762265,0.2244578,0.0003064394,0.01642093,0.001633723,0.2156076],"genre_scores_gemma":[0.03395836,0.2267728,0.00510622,0.2686649,0.09884308,0.0006985411,0.03873393,0.001165864,0.3260563],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1149582,"threshold_uncertainty_score":0.3845734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3068082218734238,"score_gpt":0.4894576240656815,"score_spread":0.1826494021922577,"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."}}