{"id":"W2014043339","doi":"10.1007/s12630-014-0218-6","title":"Lean-scaled weight can be used to estimate blood volume for obese patients","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Volume (thermodynamics); Medicine; Obesity; Lean body mass; Mathematics; Statistics; Internal medicine; Body weight; Physics; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008469832,0.0005649474,0.0009765774,0.0009754787,0.0006737483,0.001011314,0.0007819468,0.003447822,0.001560964],"category_scores_gemma":[0.01287137,0.0002122008,0.0005719243,0.0005243926,0.0007350203,0.001207566,0.0004004366,0.005769446,0.001422934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021146,"about_ca_system_score_gemma":0.0005365402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004714224,"about_ca_topic_score_gemma":0.005409414,"domain_scores_codex":[0.9992821,0.0002171491,0.0001260555,0.00005802077,0.0002534516,0.00006331525],"domain_scores_gemma":[0.9971579,0.001691465,0.0002006983,0.0001010248,0.0005688804,0.000280031],"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":[0.00163967,0.0005515544,0.1945522,0.0005179067,0.0002365488,0.07513678,0.0009288501,0.001299316,0.003011674,0.004826934,0.449126,0.2681726],"study_design_scores_gemma":[0.001132427,0.003017431,0.196598,0.003552036,0.0006082777,0.2245759,0.004170985,0.03254607,0.006934151,0.04867034,0.4776288,0.0005655817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09900861,0.02897172,0.008456432,0.7834207,0.03406753,0.0001751219,0.0004909115,0.0005266832,0.04488223],"genre_scores_gemma":[0.5563887,0.02084283,0.01761324,0.3093287,0.07817802,0.0003243652,0.0004668394,0.0002296972,0.01662765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004714224,"threshold_uncertainty_score":0.009373546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571629670387513,"score_gpt":0.2492123948612097,"score_spread":0.2334960981573345,"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."}}