{"id":"W1970183418","doi":"10.1097/ccm.0b013e31819285f0","title":"A prospective, observational registry of patients with severe sepsis: The Canadian Sepsis Treatment and Response Registry*","year":2008,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Medicine; Observational study; Sepsis; Severe sepsis; Intensive care medicine; Emergency medicine; Internal medicine; Septic shock","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063109,0.0002326702,0.0004444415,0.00009100658,0.0003132056,0.000008690468,0.00007485817,0.000101347,0.0001753363],"category_scores_gemma":[0.001236474,0.0001224154,0.00006302869,0.0002361466,0.00103755,0.00004597958,0.00001669137,0.0001401818,0.000003322823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000673468,"about_ca_system_score_gemma":0.0007560616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478741,"about_ca_topic_score_gemma":0.01171685,"domain_scores_codex":[0.998509,0.00008428789,0.0002782955,0.0003575918,0.0004812293,0.0002895627],"domain_scores_gemma":[0.9976561,0.0006242466,0.00005884175,0.0005048245,0.0007236416,0.0004323586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084062,0.0002567934,0.9914418,0.00009282494,0.0001343377,0.000213601,0.002267314,6.560203e-7,0.000007909915,0.0006025894,0.003396123,0.0005019236],"study_design_scores_gemma":[0.004500943,0.003430778,0.9830732,0.0003330544,0.0004860762,0.0001378073,0.002343523,0.000003724036,0.0001311186,0.00005808838,0.005380808,0.0001209198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669901,0.00187821,0.000002354416,0.02773451,0.00006507245,0.0006915895,0.0001451334,0.00002191168,0.002471159],"genre_scores_gemma":[0.9972929,0.00006944238,0.0002972874,0.001592886,0.0001079309,0.0001466097,0.000151669,0.00002296941,0.0003183279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03030282,"threshold_uncertainty_score":0.9917732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07993809795075821,"score_gpt":0.3329575328061646,"score_spread":0.2530194348554063,"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."}}