{"id":"W4313218668","doi":"10.1097/01.ccm.0000906848.99800.ba","title":"278: PRACTICE OF DO-NOT-RESUSCITATE ORDERS IN A TERTIARY CARE HOSPITAL IN SAUDI ARABIA","year":2022,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Logistic regression; Intensive care unit; Retrospective cohort study; Tertiary care; Cohort; Multivariate analysis; Pediatrics; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004757865,0.0001825639,0.0001632373,0.0005683643,0.0003435844,0.0005811459,0.0003680228,0.0002223023,0.002052664],"category_scores_gemma":[0.001833975,0.0001298923,0.0001738903,0.0007211579,0.000250824,0.0004642334,0.0005582817,0.0002579476,0.0002500501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294391,"about_ca_system_score_gemma":0.001312721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039265,"about_ca_topic_score_gemma":0.02081228,"domain_scores_codex":[0.9994325,0.0001096881,0.0001199265,0.0001192774,0.0001086652,0.0001098321],"domain_scores_gemma":[0.997088,0.0002350651,0.001925894,0.00007470093,0.0003179178,0.0003583949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002648366,0.00001349227,0.9968064,0.000026687,0.00001143297,0.00009871728,0.0002070839,0.00002299175,0.0001050958,0.00002254204,0.000255402,0.002403708],"study_design_scores_gemma":[0.000003359442,0.00004185715,0.997094,0.00005568637,0.000008122532,0.0005681064,0.001217441,0.0001531121,0.00009897968,0.00001914829,0.0007350479,0.000005180049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985065,0.0003659867,0.00004099101,0.0001954214,0.000005860717,0.000006545751,0.0003510943,0.000002636704,0.0005249757],"genre_scores_gemma":[0.9992137,0.0002477378,0.00006436669,0.00009377884,0.000008061417,0.000004098048,0.0002585509,9.233312e-7,0.0001087661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02039265,"threshold_uncertainty_score":0.04054791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902755123246454,"score_gpt":0.3608664230793888,"score_spread":0.3318388718469243,"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."}}