{"id":"W2527672914","doi":"10.1001/jama.2016.12310","title":"Will This Hemodynamically Unstable Patient Respond to a Bolus of Intravenous Fluids?","year":2016,"lang":"en","type":"review","venue":"JAMA","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Vancouver Coastal Health; St. Paul's Hospital","funders":"","keywords":"Medicine; Resuscitation; Intravenous fluid; Perfusion; Fluid replacement; Bolus (digestion); Central venous pressure; Anesthesia; Meta-analysis; Internal medicine; Cardiology; Blood pressure; Heart rate","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"],"consensus_categories":[],"category_scores_codex":[0.0003683675,0.0004447344,0.002127079,0.0003578812,0.00004552526,0.00002260314,0.0002760059,0.0005187074,0.0003553767],"category_scores_gemma":[0.0003077581,0.0002930158,0.0004718926,0.0003821354,0.00005859643,0.000072242,0.0001044655,0.0004440685,0.0002850663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725198,"about_ca_system_score_gemma":0.0006896553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000844482,"about_ca_topic_score_gemma":0.000001746389,"domain_scores_codex":[0.9974015,0.0001652811,0.000898034,0.0005274492,0.0005202238,0.0004875287],"domain_scores_gemma":[0.9978868,0.0002604005,0.0002875828,0.0009740217,0.0002325382,0.0003586509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001860672,0.0001640576,0.000001571031,0.005276634,0.0002321799,0.00008945666,0.0002292321,1.506478e-7,0.0001038683,0.0002417616,0.001685852,0.9917892],"study_design_scores_gemma":[0.0007545362,0.0008532962,0.000005556067,0.03285026,0.0002554975,0.0001261861,0.000007652499,0.00001077825,0.00003018423,0.00006522774,0.964749,0.0002918407],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007435958,0.9886268,0.0005487459,0.0003997864,0.000722169,0.001390042,0.0001996653,0.00008991946,0.007279319],"genre_scores_gemma":[0.0001842293,0.9892758,0.001262683,0.0002005486,0.0006548404,0.00010131,0.00005671091,0.0001182451,0.008145609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914973,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717029213494975,"score_gpt":0.3072511162561779,"score_spread":0.2900808241212282,"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."}}