{"id":"W2099709634","doi":"10.1186/cc941","title":"Prolonging ICU stay reduces the number of ward deaths: evaluation of a model for triaging ICU discharges","year":2000,"lang":"en","type":"article","venue":"Critical Care","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"European Society of Intensive Care Medicine; Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Medicine; Emergency medicine; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Intensive care unit; Medical emergency; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00159882,0.0000928436,0.000213825,0.0000339721,0.0006008555,0.00001074107,0.0001017435,0.0001274123,0.0004322774],"category_scores_gemma":[0.001733717,0.00006470894,0.00007156166,0.0001349829,0.00007449507,0.0001301414,0.00001717301,0.0002036477,0.000007149113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008689643,"about_ca_system_score_gemma":0.0006271524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004764229,"about_ca_topic_score_gemma":0.00002178581,"domain_scores_codex":[0.9980878,0.0005442592,0.0005484836,0.0001895051,0.0003503864,0.00027963],"domain_scores_gemma":[0.9972496,0.0006679322,0.00006657785,0.000216299,0.001731351,0.00006826444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001042779,0.0005630329,0.0328449,0.008641696,0.0001381889,0.000001290331,0.3137986,0.2586422,0.002089201,0.1483083,0.001666604,0.2322632],"study_design_scores_gemma":[0.0008471927,0.00004944341,0.0006051704,0.000397807,0.0001567348,5.938415e-7,0.01835151,0.9757301,0.0005288146,0.003100184,0.0001186563,0.0001137827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721783,0.0004855139,0.01686477,0.006202448,0.0001683038,0.001684462,0.0001593417,0.00002979581,0.002227031],"genre_scores_gemma":[0.9863379,0.00002501857,0.01252648,0.0001778907,0.0001265296,0.0005465476,0.00007062058,0.00001834546,0.000170654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7170879,"threshold_uncertainty_score":0.4733135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2475371794931388,"score_gpt":0.5587686743446355,"score_spread":0.3112314948514967,"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."}}