{"id":"W2084052952","doi":"10.1186/cc5626","title":"Cumulative lactate load correlates with cumulative Sequential Organ Failure Assessment score and survival in intensive care unit patients","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Intensive care unit; Emergency medicine; Intensive care medicine; 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":[0.0004354726,0.0001802666,0.0002365877,0.0005381348,0.0002085885,0.0005383578,0.0002051209,0.0002959557,0.001616972],"category_scores_gemma":[0.003893073,0.0001568513,0.0002080009,0.0006179956,0.0001800361,0.0003764618,0.0003534802,0.0004936229,0.0002572268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690602,"about_ca_system_score_gemma":0.0002452754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428859,"about_ca_topic_score_gemma":0.001242177,"domain_scores_codex":[0.9997217,0.00008125167,0.00004161693,0.00004758979,0.00005196423,0.0000558318],"domain_scores_gemma":[0.9974619,0.0005476405,0.001190339,0.00008665147,0.0001961976,0.0005172542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008370692,0.00001217104,0.9989166,0.000002624323,0.00001599498,0.00004992494,0.00001623938,0.00004086316,0.00006815377,0.000005205945,0.00006770845,0.0007207664],"study_design_scores_gemma":[0.000005257607,0.00005437083,0.9991054,0.000004710982,0.00001019514,0.0001888267,0.00004841753,0.0004640897,0.00003215141,0.00002563808,0.0000581957,0.000002614863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995072,0.0001529685,0.00004502747,0.0000359066,0.000003714911,0.000002061609,0.00007237708,0.000002429924,0.0001783444],"genre_scores_gemma":[0.999701,0.00004601328,0.00003571369,0.00001233256,0.000008876827,0.00000349352,0.0001466543,7.34197e-7,0.00004523528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001616972,"threshold_uncertainty_score":0.00540936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251348437458618,"score_gpt":0.3610170184474675,"score_spread":0.3285035340728814,"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."}}