{"id":"W2278600110","doi":"10.1001/jama.2016.0289","title":"Developing a New Definition and Assessing New Clinical Criteria for Septic Shock","year":2016,"lang":"en","type":"review","venue":"JAMA","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2358,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; Centers for Disease Control and Prevention; National Institutes of Health; European Society of Intensive Care Medicine; National Institute for Health and Care Research","keywords":"Septic shock; Medicine; Intensive care medicine; Epidemiology; Sepsis; Delphi method; Cohort; Cohort study; Emergency medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2785307,0.002498128,0.004953962,0.02325585,0.003453686,0.01046949,0.006989874,0.005503921,0.001829099],"category_scores_gemma":[0.3915915,0.001839311,0.008549863,0.01074328,0.01081035,0.0205925,0.01442997,0.01186322,0.000578686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01587738,"about_ca_system_score_gemma":0.03945244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008959509,"about_ca_topic_score_gemma":0.01145957,"domain_scores_codex":[0.7034882,0.1521484,0.09681389,0.008558775,0.03632833,0.002662501],"domain_scores_gemma":[0.4745957,0.3345291,0.05539598,0.01269944,0.1175466,0.005233141],"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":[0.0007984146,0.0003843346,0.1223359,0.1427684,0.006748651,0.0006142818,0.02158243,0.003342912,0.002592843,0.07907933,0.0844596,0.5352929],"study_design_scores_gemma":[0.00236111,0.002487488,0.1184989,0.3258761,0.01231773,0.00380187,0.03345149,0.0160514,0.002832395,0.1919248,0.2888634,0.001533395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03960599,0.4821236,0.2359676,0.193231,0.015758,0.01743588,0.002728708,0.0004891015,0.01266009],"genre_scores_gemma":[0.2105262,0.08814911,0.6292583,0.04072116,0.004237172,0.0227937,0.003277873,0.0001236267,0.000912829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2785307,"threshold_uncertainty_score":0.8897001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5607792441877301,"score_gpt":0.5439363682841397,"score_spread":0.01684287590359035,"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."}}