{"id":"W2409313926","doi":"10.1016/s1441-2772(23)02099-9","title":"Sepsis research: where have we gone wrong?","year":2006,"lang":"en","type":"article","venue":"Critical Care and Resuscitation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Impossibility; Medicine; Sepsis; Intensive care medicine; Economic shortage; Psychological intervention; Clinical trial; Disease; Host response; Immunology; Nursing; Pathology; Law","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":[0.1464153,0.002591345,0.006885734,0.007287301,0.006213802,0.0255309,0.00631783,0.02419342,0.01121567],"category_scores_gemma":[0.2569318,0.001412492,0.003219201,0.008324045,0.03049519,0.04617642,0.01005383,0.03512689,0.007977852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009798106,"about_ca_system_score_gemma":0.02670151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006129865,"about_ca_topic_score_gemma":0.009220197,"domain_scores_codex":[0.9327149,0.04059251,0.008210504,0.003772957,0.01252598,0.002183149],"domain_scores_gemma":[0.687658,0.1853178,0.01235865,0.01375696,0.08547664,0.01543195],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007350088,0.0002406033,0.002585541,0.01337219,0.0007805708,0.0002818079,0.001498808,0.0003791283,0.0003484619,0.0585545,0.6129925,0.3082308],"study_design_scores_gemma":[0.0004743926,0.0006189358,0.003092351,0.03053196,0.0004320201,0.000645545,0.007594125,0.0003919,0.0003892691,0.2747426,0.6807981,0.0002887755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001452063,0.2594163,0.0006671805,0.7085456,0.03037267,0.0000140188,0.0000369595,0.00004741057,0.000754723],"genre_scores_gemma":[0.0088971,0.4354828,0.003962219,0.4808492,0.06836379,0.0001078521,0.0001203536,0.0001258161,0.002090897],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8535847,"threshold_uncertainty_score":0.7743274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740971221137925,"score_gpt":0.4449405470417356,"score_spread":0.2708434249279431,"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."}}