{"id":"W2333414193","doi":"10.1097/01.ccm.0000424274.50878.e0","title":"18","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Resuscitation; Inferior vena cava; Shock (circulatory); Cardiogenic shock; Intensive care unit; Inotrope; Intravascular volume status; Prospective cohort study; Cardiac index; Septic shock; Mechanical ventilation; Cardiology; Internal medicine; Hemodynamics; Emergency medicine; Cardiac output; Sepsis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001878356,0.0008956954,0.0005436178,0.00146973,0.00115302,0.003388662,0.001344812,0.00227093,0.3099944],"category_scores_gemma":[0.004922908,0.0002190248,0.0006976653,0.0009986488,0.0006199808,0.002032796,0.002740835,0.001770149,0.1953787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439368,"about_ca_system_score_gemma":0.003152786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812222,"about_ca_topic_score_gemma":0.00228925,"domain_scores_codex":[0.9982487,0.0003657858,0.0001359095,0.0004142541,0.0006029914,0.000232444],"domain_scores_gemma":[0.9974385,0.0002653719,0.0001892192,0.0002670146,0.001181013,0.0006588573],"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":[0.0001966203,0.00028028,0.006234155,0.0006293644,0.00002211896,0.0004244768,0.0003873866,0.0001425746,0.0006929337,0.01651257,0.6479363,0.3265412],"study_design_scores_gemma":[0.00003169538,0.0001357486,0.003624601,0.0003644912,0.00000889592,0.0005222821,0.0002600657,0.00008624241,0.000271594,0.00222687,0.9924558,0.00001173071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01460426,0.01139893,0.009895647,0.04263183,0.0196973,0.001392767,0.01675181,0.002890559,0.8807368],"genre_scores_gemma":[0.05981166,0.01025461,0.01174939,0.02871166,0.007640144,0.001368623,0.02287772,0.001132871,0.8564533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6900057,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07414499064339448,"score_gpt":0.4006964628102253,"score_spread":0.3265514721668308,"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."}}