{"id":"W2094588640","doi":"10.1097/ccm.0b013e318206d548","title":"Sequential Organ Failure Assessment in H1N1 pandemic planning*","year":2011,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Triage; Cohort; Intensive care unit; Confidence interval; Intensive care; Retrospective cohort study; Cohort study; Emergency medicine; Intensive care medicine; Risk assessment; Organ dysfunction; Respiratory failure; Internal medicine; Sepsis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005704209,0.0001553666,0.0003108188,0.0001638478,0.0001643762,0.000003508191,0.0001963933,0.0001444624,0.004840897],"category_scores_gemma":[0.0004902838,0.0001176494,0.00003102371,0.0001814693,0.0002016321,0.00007595183,0.0001708902,0.0007202367,0.000172914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818212,"about_ca_system_score_gemma":0.0001711987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002467557,"about_ca_topic_score_gemma":0.0002550878,"domain_scores_codex":[0.9979572,0.0004291139,0.0004644724,0.0002957535,0.0003159022,0.0005375625],"domain_scores_gemma":[0.9989642,0.0003364737,0.00003847242,0.0003071188,0.0001267026,0.0002270484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004703883,0.0002545818,0.5761119,0.002373932,0.00005208709,0.001363155,0.204861,6.523594e-7,0.001323933,0.1440575,0.06335759,0.005773316],"study_design_scores_gemma":[0.005147208,0.001103845,0.1434084,0.002677502,0.0002261535,0.00001172581,0.6282164,0.0000359402,0.00004456816,0.006951641,0.2116895,0.0004870476],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4778972,0.0007525092,0.00752177,0.009266992,0.002337504,0.001214929,0.0000166276,0.0002905011,0.500702],"genre_scores_gemma":[0.9943625,0.000007809049,0.0004989099,0.003478868,0.0003925703,0.0001154408,0.00003284384,0.0000230062,0.001088101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5164653,"threshold_uncertainty_score":0.9960688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1795626437676507,"score_gpt":0.5072930745301208,"score_spread":0.3277304307624701,"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."}}