{"id":"W2155685580","doi":"10.1186/cc3951","title":"Goal directed therapy: how long can we wait?","year":2005,"lang":"en","type":"letter","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Intensive Care Society","keywords":"Medicine; Perioperative; Intensive care medicine; Early goal-directed therapy; Oxygen delivery; Hemodynamics; Anesthesia; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00005731607,0.000449108,0.0006829762,0.000131977,0.0001120454,0.00009300665,0.0001981996,0.001141085,0.0003485993],"category_scores_gemma":[0.0001793592,0.0003732414,0.0002952412,0.0001337692,0.0002147685,0.00003479045,0.0000303804,0.002455398,0.00005104825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381388,"about_ca_system_score_gemma":0.0002299175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005124652,"about_ca_topic_score_gemma":0.00001209641,"domain_scores_codex":[0.997736,0.0001185901,0.0002203811,0.0005863829,0.0006115641,0.0007270909],"domain_scores_gemma":[0.998426,0.0002617273,0.00002981633,0.0006531536,0.0003764151,0.0002529357],"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":[0.00008130979,0.00007364993,0.0009410631,0.001453662,0.0001772048,0.004690325,0.0009076913,1.531545e-7,0.0001792515,0.00005110274,0.8352128,0.1562319],"study_design_scores_gemma":[0.0009438649,0.0002577916,0.000912046,0.0006349984,0.0001403827,0.0001282842,0.0001850023,0.00002798908,0.0004447027,0.00006074366,0.9958144,0.0004497745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00494065,0.01059823,0.0000413771,0.9784535,0.001653787,0.0003681682,0.0001651549,0.0005180957,0.003261083],"genre_scores_gemma":[0.4014332,0.0009819224,0.0004377672,0.5318074,0.04574265,0.0001158891,0.001420341,0.0003044184,0.01775642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4466461,"threshold_uncertainty_score":0.999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758852614088003,"score_gpt":0.3109957258941188,"score_spread":0.2834071997532388,"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."}}