{"id":"W2042025301","doi":"10.1186/cc5629","title":"Simple prediction of mortality in case of readmission to the intensive care unit","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care unit; Simple (philosophy); Intensive care medicine; Emergency medicine; Medical emergency","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":[0.001033615,0.0006851397,0.0007014053,0.001288589,0.0002010274,0.0005388932,0.0004099176,0.0006555473,0.001808084],"category_scores_gemma":[0.0103434,0.0001862476,0.000465972,0.0004551041,0.0001903699,0.0005130043,0.0004479219,0.0007214916,0.0004283774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046167,"about_ca_system_score_gemma":0.0002593649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007985134,"about_ca_topic_score_gemma":0.00214292,"domain_scores_codex":[0.9992626,0.0004092914,0.0000842831,0.00004694991,0.0001629517,0.00003384053],"domain_scores_gemma":[0.994559,0.002544097,0.001530629,0.0001736466,0.0006423072,0.0005502969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0010567,0.0002535051,0.9736068,0.00007997762,0.0001835559,0.0001367672,0.00005105551,0.0007302695,0.0005299239,0.00007095776,0.001429252,0.0218712],"study_design_scores_gemma":[0.0000997258,0.001678472,0.9852733,0.0000648823,0.0001311227,0.0008692257,0.00009691768,0.01012626,0.0006590678,0.0004579932,0.000498432,0.0000445827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927407,0.00128655,0.002757382,0.000431635,0.0001808338,0.00008573684,0.0007120558,0.0001267364,0.001678401],"genre_scores_gemma":[0.9958429,0.0003016597,0.002581846,0.00005892205,0.0001377221,0.00005165763,0.0005269816,0.000006733901,0.0004915707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808084,"threshold_uncertainty_score":0.00604862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332763958608125,"score_gpt":0.3926530845178285,"score_spread":0.3393254449317472,"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."}}