{"id":"W2037237351","doi":"10.1186/cc5571","title":"Evaluation of red blood cell transfusion effects in lactate and central venous oxygen saturation in patients with severe sepsis and septic shock","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Septic shock; Sepsis; Red Blood Cell Transfusion; Exchange transfusion; Oxygen saturation; Severe sepsis; Shock (circulatory); Intensive care medicine; Blood transfusion; Emergency medicine; Oxygen; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006106444,0.000357382,0.0007342268,0.0002777054,0.0001718863,0.0002978832,0.0000989892,0.0002680485,0.0004165076],"category_scores_gemma":[0.001717928,0.0001090428,0.0002878156,0.0003034122,0.000347424,0.0001800495,0.0001843727,0.0004761558,0.00007030809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789169,"about_ca_system_score_gemma":0.0002891909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002906542,"about_ca_topic_score_gemma":0.0004137973,"domain_scores_codex":[0.9994943,0.0002763895,0.00005014124,0.0000426339,0.00008798207,0.00004855158],"domain_scores_gemma":[0.9988251,0.0004242555,0.0002781352,0.00004166558,0.0001224092,0.0003083965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1030471,0.004535131,0.7485784,0.000582492,0.0004610566,0.00183597,0.0009001123,0.001059809,0.06678308,0.0001332342,0.0004150695,0.07166862],"study_design_scores_gemma":[0.0007684546,0.08492455,0.8960047,0.00003177689,0.0002855451,0.001558114,0.0004273628,0.001245025,0.01405106,0.0000873734,0.0005800417,0.00003606987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993433,0.0003906986,0.00006195058,0.00001921141,0.000004627596,0.00001395302,0.00002088079,0.000001945833,0.0001433857],"genre_scores_gemma":[0.9994987,0.0001582955,0.0001759617,0.0000260568,0.00001116779,0.00001638535,0.00004079961,7.676931e-7,0.00007187099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007342268,"threshold_uncertainty_score":0.003229439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133265824757118,"score_gpt":0.2993853072968984,"score_spread":0.2780526490493272,"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."}}