{"id":"W4391025143","doi":"10.1097/ccm.0000000000006125","title":"Echocardiography in the Management of Sepsis: Not All Black and White*","year":2024,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; White (mutation); Sepsis; Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002191385,0.0005013812,0.0008950594,0.000782963,0.002700856,0.001469154,0.0009333058,0.01182288,0.002010864],"category_scores_gemma":[0.01238269,0.0004758983,0.0005607089,0.0005724546,0.001836889,0.003021333,0.000899947,0.01414397,0.001268617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782628,"about_ca_system_score_gemma":0.001974187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004824664,"about_ca_topic_score_gemma":0.01148085,"domain_scores_codex":[0.9984941,0.0005465369,0.0002208164,0.0001719364,0.0003874045,0.0001791469],"domain_scores_gemma":[0.9948751,0.002304108,0.0004309551,0.0001747948,0.0008899017,0.001325148],"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":[0.0002640123,0.0001787676,0.02359773,0.0002206003,0.00009283517,0.1163065,0.001329017,0.0003375768,0.001426146,0.005312873,0.7632825,0.08765156],"study_design_scores_gemma":[0.0003919101,0.0005028743,0.03465043,0.005037882,0.0002361836,0.2914124,0.005881907,0.002237251,0.001154582,0.03728693,0.6209347,0.000273027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005480712,0.009976793,0.0002622689,0.9700437,0.00826718,0.000009304503,0.00001536967,0.0000146738,0.005930088],"genre_scores_gemma":[0.107879,0.02246011,0.001389259,0.763892,0.09892333,0.00003911163,0.00003740242,0.00004809923,0.005331767],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01182288,"threshold_uncertainty_score":0.01293391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810796835240916,"score_gpt":0.3360942699943754,"score_spread":0.3079863016419662,"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."}}