{"id":"W6939939067","doi":"10.6084/m9.figshare.c.4516043","title":"Describing organ dysfunction in the intensive care unit: a cohort study of 20,000 patients","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SOFA score; Intensive care; Intensive care unit; Organ dysfunction; Cohort study; Retrospective cohort study; Receiver operating characteristic; Cohort; Observational study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00151255,0.0004975321,0.0006309412,0.001492479,0.001086221,0.001576353,0.00100633,0.0008315889,0.001349304],"category_scores_gemma":[0.003830336,0.0006893868,0.0008347947,0.002743059,0.0006439578,0.001416163,0.001283615,0.001159572,0.0003282536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178149,"about_ca_system_score_gemma":0.001204338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02654474,"about_ca_topic_score_gemma":0.02676699,"domain_scores_codex":[0.9983688,0.00031649,0.0002133551,0.0005344396,0.0002996124,0.0002673873],"domain_scores_gemma":[0.9969642,0.0003970277,0.001298825,0.0003843901,0.0003437186,0.0006118084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004371399,0.00003231232,0.9994131,0.0000040145,0.00004134761,0.00006352449,0.000109326,0.00001391793,0.00004968551,0.000005758595,0.0000390373,0.0001841204],"study_design_scores_gemma":[0.00001430528,0.000146711,0.9983988,0.00001067643,0.00003933387,0.0003543244,0.0006452081,0.0001943448,0.00003086371,0.0000161558,0.000140415,0.000008786356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991835,0.0001096033,0.00006849032,0.00002410561,0.000004152917,0.00001971648,0.0004919792,0.000001880389,0.00009665206],"genre_scores_gemma":[0.9989409,0.0001148021,0.00009796334,0.00004363708,0.00001084665,0.00003271303,0.0006860916,0.000002894859,0.00007016618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654474,"threshold_uncertainty_score":0.05278051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044640234433235,"score_gpt":0.2257329344683173,"score_spread":0.1852865321239849,"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."}}