{"id":"W4389731406","doi":"10.1097/ccm.0000000000006141","title":"SOCIETY OF CRITICAL CARE MEDICINE 53RD CRITICAL CARE CONGRESS","year":2023,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Critical illness; Critically ill","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":[0.002929419,0.002290996,0.001208032,0.00224987,0.001614525,0.004697271,0.001213554,0.004206977,0.1370421],"category_scores_gemma":[0.006106119,0.000520418,0.001129504,0.001079044,0.001010767,0.001805838,0.003553347,0.006251678,0.07714999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346854,"about_ca_system_score_gemma":0.006530863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237809,"about_ca_topic_score_gemma":0.004709899,"domain_scores_codex":[0.997603,0.0003361375,0.000215161,0.0003571102,0.00115006,0.0003385672],"domain_scores_gemma":[0.9918155,0.0004937369,0.0004591074,0.0003149642,0.004225603,0.002691101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002481757,0.00003917895,0.0002963518,0.0001761029,0.000009676471,0.00007989684,0.00002088279,0.00005521156,0.0002273511,0.000772874,0.9166136,0.08168402],"study_design_scores_gemma":[0.00001542233,0.00003482536,0.0009497915,0.0004977779,0.00000625238,0.0001590819,0.00003031094,0.00006759291,0.00008512183,0.0003726399,0.9977724,0.000008794847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001657704,0.1104426,0.003020064,0.1025933,0.4399378,0.0005258754,0.001114365,0.000709859,0.3399984],"genre_scores_gemma":[0.0125527,0.115276,0.002938467,0.03526783,0.2096045,0.001193186,0.001738225,0.0003899121,0.6210393],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1370421,"threshold_uncertainty_score":0.4584517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155305138365188,"score_gpt":0.3864985027132674,"score_spread":0.3449454513296155,"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."}}