{"id":"W1979833484","doi":"10.1016/j.jcrc.2014.04.008","title":"Limited echocardiography–guided therapy in subacute shock is associated with change in management and improved outcomes","year":2014,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Resuscitation; Dobutamine; Septic shock; Shock (circulatory); Inotrope; Intensive care unit; Medical prescription; Anesthesia; Randomized controlled trial; Randomization; Prospective cohort study; Internal medicine; Sepsis; Hemodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000673895,0.0001322673,0.0003577389,0.0001973596,0.0001386922,0.0003110986,0.0001492604,0.0003450628,0.0006158436],"category_scores_gemma":[0.004589925,0.00006806598,0.0001827898,0.0001380027,0.0003247611,0.0002621313,0.0003239315,0.0004683874,0.00008105516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220515,"about_ca_system_score_gemma":0.0002452179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303723,"about_ca_topic_score_gemma":0.0003559317,"domain_scores_codex":[0.9995574,0.0001862485,0.00005460599,0.00006188684,0.00007546918,0.00006437196],"domain_scores_gemma":[0.9967645,0.0009422952,0.00140757,0.0001190016,0.000127759,0.0006388122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003200763,0.000686001,0.9712701,0.00005144777,0.0001211598,0.0003942294,0.00009511296,0.000228071,0.001962591,0.00002285852,0.0002296819,0.02173806],"study_design_scores_gemma":[0.0001239235,0.003019215,0.9949216,0.00003005358,0.00003944788,0.0008096491,0.00008635689,0.0004422765,0.0003428388,0.00002418411,0.0001554193,0.000005027791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994221,0.0003284152,0.00006515362,0.00006011857,0.000008515762,0.000003943862,0.000007522297,0.000002135808,0.0001021983],"genre_scores_gemma":[0.9996834,0.0000889291,0.00007130813,0.00006055965,0.00003387215,0.000004541424,0.00003129482,4.898525e-7,0.00002556594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000673895,"threshold_uncertainty_score":0.003563941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953879908172107,"score_gpt":0.3277311093949122,"score_spread":0.2981923103131912,"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."}}