{"id":"W4210459748","doi":"10.24908/pocus.v7ikidney.15023","title":"Integrative Volume Status Assessment","year":2022,"lang":"en","type":"review","venue":"POCUS Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intravascular volume status; Intensive care medicine; Physical examination; Intensive care unit; Surgery; Radiology; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002595798,0.001216259,0.001238571,0.003530499,0.0006993948,0.00338259,0.001775665,0.000974422,0.02102305],"category_scores_gemma":[0.0118545,0.0003097331,0.001040322,0.001601441,0.0006789183,0.002296423,0.001925358,0.00147995,0.007295709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009712832,"about_ca_system_score_gemma":0.001496017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380925,"about_ca_topic_score_gemma":0.004090159,"domain_scores_codex":[0.9977653,0.0005571942,0.0003146725,0.0003586664,0.0008822423,0.0001219728],"domain_scores_gemma":[0.995584,0.001103394,0.0007608474,0.0004557525,0.001765172,0.0003308794],"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":[0.001034702,0.00030167,0.115661,0.002524487,0.0004159307,0.001028552,0.001064755,0.002419903,0.004097645,0.008890278,0.1006937,0.7618674],"study_design_scores_gemma":[0.0004319258,0.002003003,0.2928349,0.005428002,0.001031782,0.0175938,0.001969893,0.0190956,0.01481605,0.03495601,0.609229,0.0006100973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.198396,0.0895858,0.1990201,0.01755406,0.004110944,0.004960445,0.04010379,0.009248996,0.4370199],"genre_scores_gemma":[0.7326139,0.03809411,0.1450733,0.005652264,0.003405111,0.003415743,0.01783937,0.001636052,0.05227015],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02102305,"threshold_uncertainty_score":0.07032913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015479298725887,"score_gpt":0.4368871414470218,"score_spread":0.3667323484597629,"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."}}